https://github.com/moatifbutt/awesome-diffusion-iclr-2025
List of diffusion related active submissions on OpenReview for ICLR 2025.
https://github.com/moatifbutt/awesome-diffusion-iclr-2025
List: awesome-diffusion-iclr-2025
diffusion diffusion-models iclr iclr-2025 stable-diffusion t2i text-to-image text-to-image-generation
Last synced: 17 days ago
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List of diffusion related active submissions on OpenReview for ICLR 2025.
- Host: GitHub
- URL: https://github.com/moatifbutt/awesome-diffusion-iclr-2025
- Owner: moatifbutt
- Created: 2024-10-15T19:52:57.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2024-10-27T23:45:13.000Z (4 months ago)
- Last Synced: 2025-02-03T04:01:43.428Z (19 days ago)
- Topics: diffusion, diffusion-models, iclr, iclr-2025, stable-diffusion, t2i, text-to-image, text-to-image-generation
- Homepage:
- Size: 521 KB
- Stars: 12
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- ultimate-awesome - awesome-diffusion-iclr-2025 - List of diffusion related active submissions on OpenReview for ICLR 2025. (Other Lists / Julia Lists)
README
# awesome-diffusion-iclr-2025
List of diffusion related active submissions on OpenReview for ICLR 2025.
## Content
- [3D Diffusion](#3d-diffusion)
- [Personalized T2I](#personalized-t2i)
- [Super-Resolution](#super-resolution)
- [Concept Eraser](#concept-eraser)
- [Adversarial Diffusion](#adversarial-diffusion)
- [Video Generation](#video-generation)
- [Distilled Learning](#distilled-learning)
### 3D Diffusion
- Bootstrap3D: Improving Multi-view Diffusion Model with Synthetic Data [[PDF](https://openreview.net/attachment?id=U862lgKUgj&name=pdf)]
- InfiniteMesh: View Interpolation using Multi-view Diffusion for 3D Mesh Reconstruction [[PDF](https://openreview.net/attachment?id=pw0fKwi0Pj&name=pdf)]
- Consistency Diffusion Models for Singel-Image 3D Reconstruction with priors [[PDF](https://openreview.net/attachment?id=385gQZuuuR&name=pdf)]
- Wavelet Latent Diffusion (WaLa): Billion-Parameter 3D Generative Model with Compact Wavelet Encodings [[PDF](https://openreview.net/attachment?id=D48jvLN45W&name=pdf)]
- 3D-Adapter: Geometry-Consistent Multi-View Diffusion for High-Quality 3D Generation [[PDF](https://openreview.net/attachment?id=C0HDYvGwol&name=pdf)]
- Generalizable Monocular 3D Human Rendering via Direct Gaussian Attribute Diffusion [[PDF](https://openreview.net/attachment?id=rWIrdAo2xC&name=pdf)]
- HouseCrafter: Lifting Floorplans to 3D Scenes with 2D Diffusion Model [[PDF](https://openreview.net/attachment?id=WKKD1Faobu&name=pdf)]
- ComPC: Completing a 3D Point Cloud with 2D Diffusion Priors [[PDF](https://openreview.net/attachment?id=SoUwcVplq4&name=pdf)]
- HOI-Diff: Text-Driven Synthesis of 3D Human-Object Interactions using Diffusion Models [[PDF](https://openreview.net/attachment?id=ZYwLfi50GI&name=pdf)]
- NEXT-MOL: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation [[PDF](https://openreview.net/attachment?id=p66a00KLWN&name=pdf)]
- SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation [[PDF](https://openreview.net/attachment?id=XSVq2z1CU6&name=pdf)]
- PSHead: 3D Head Reconstruction from a Single Image with Diffusion Prior and Self-Enhancement [[PDF](https://openreview.net/attachment?id=0KFwhDqTQ6&name=pdf)]
- MVLight: Relightable Text-to-3D Generation via Light-conditioned Multi-View Diffusion [[PDF](https://openreview.net/attachment?id=PoL2joPZQ4&name=pdf)]
- Build your own cell: Diffusion Models for Multichannel 3D Microscopy Image Generation [[PDF](https://openreview.net/attachment?id=FDsWd0NOB5&name=pdf)]
- Atlas Gaussians Diffusion for 3D Generation [[PDF](https://openreview.net/attachment?id=H2Gxil855b&name=pdf)]
- Diffusion2: Dynamic 3D Content Generation via Score Composition of Video and Multi-view Diffusion Models [[PDF](https://openreview.net/attachment?id=fectsEG2GU&name=pdf)]
- DSPart: A Large-scale Diffusion-generated Synthetic Dataset with Annotations from 3D Parts [[PDF](https://openreview.net/attachment?id=K3jv45pptT&name=pdf)]
- VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control [[PDF](https://openreview.net/attachment?id=0n4bS0R5MM&name=pdf)]
- Physics3D: Learning Physical Properties of 3D Gaussians via Video Diffusion [[PDF](https://openreview.net/attachment?id=k3JgQXtpJq&name=pdf)]
- Ouroboros3D: Image-to-3D Generation via 3D-aware Recursive Diffusion [[PDF](https://openreview.net/attachment?id=bjkQTInGes&name=pdf)]
- Boost 3D Reconstruction using Diffusion-based Intrinsic Estimation [[PDF](https://openreview.net/attachment?id=XydIBZ2xlr&name=pdf)]
- 3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion [[PDF](https://openreview.net/attachment?id=CGbfokGFP7&name=pdf)]
- 3D-free meets 3D priors: Novel View Synthesis from a Single Image with Pretrained Diffusion Guidance [[PDF](https://openreview.net/attachment?id=VLuJL8cnGk&name=pdf)]
- Geometry Image Diffusion: Fast and Data-Efficient Text-to-3D with Image-Based Surface Representation [[PDF](https://openreview.net/attachment?id=Glm7Kj47nN&name=pdf)]
- ZERO-1-to-G: Taming Pretrained 2D Diffusion Models for Direct 3D Generation [[PDF](https://openreview.net/attachment?id=nmc9ujrZ5R&name=pdf)]
- GravMAD: Grounded Spatial Value Maps Guided Action Diffusion for Generalized 3D Manipulation [[PDF](https://openreview.net/attachment?id=qPzYF2EpXb&name=pdf)]
- VFDiff: SE(3)-Equivariant Vector Field Guided Diffusion Model for Target-Aware Molecule Generation in 3D [[PDF](https://openreview.net/attachment?id=5YLsnsjgeC&name=pdf)]
- LaGeM: A Large Geometry Model for 3D Representation Learning and Diffusion [[PDF](https://openreview.net/attachment?id=72OSO38a2z&name=pdf)]
- X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models [[PDF](https://openreview.net/attachment?id=urf8a5G59f&name=pdf)]
- A3D: Does Diffusion Dream about 3D Alignment? [[PDF](https://openreview.net/attachment?id=QQCIfkhGIq&name=pdf)]
- Build-A-Scene: Interactive 3D Layout Control for Diffusion-Based Image Generation [[PDF](https://openreview.net/attachment?id=gg6dPtdC1C&name=pdf)]
- GeoGS3D: Single-view 3D Reconstruction via Geometric-aware Diffusion Model and Gaussian Splatting [[PDF](https://openreview.net/attachment?id=I86z54CL2y&name=pdf)]
- EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing [[PDF](https://openreview.net/attachment?id=Y2Dh8rWwlb&name=pdf)]
- Diffusion priors for Bayesian 3D reconstruction from incomplete measurements [[PDF](https://openreview.net/attachment?id=JZgqoOu4Ml&name=pdf)]
- DC3DO: Diffusion Classifier for 3D Objects [[PDF](https://openreview.net/attachment?id=MqvQUP7ZuZ&name=pdf)]
- GaussianAnything: Interactive Point Cloud Latent Diffusion for 3D Generation [[PDF](https://openreview.net/attachment?id=P4DbTSDQFu&name=pdf)]
- Co3Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion [[PDF](https://openreview.net/attachment?id=VaowElpVzd&name=pdf)]
- LISA: UNLEASHING 2D DIFFUSION FOR 3D GENERATION VIA LIGHTWEIGHT IMAGE SPLATS ADAPTATION [[PDF](https://openreview.net/attachment?id=PLgHiJOjcH&name=pdf)]
### Video Generation
- Masked Temporal Interpolation Diffusion for Procedure Planning in Instructional Videos [[PDF](https://openreview.net/attachment?id=HnpDHiItd2&name=pdf)]
- Self-Conditioned Diffusion Model for Consistent Human Image and Video Synthesis [[PDF](https://openreview.net/attachment?id=1fC4ytCAgb&name=pdf)]
- ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning [[PDF](https://openreview.net/attachment?id=Hhx3swAQAZ&name=pdf)]
- Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention [[PDF](https://openreview.net/attachment?id=sNntRFmn72&name=pdf)]
- VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control [[PDF](https://openreview.net/attachment?id=0n4bS0R5MM&name=pdf)]
- Physics3D: Learning Physical Properties of 3D Gaussians via Video Diffusion [[PDF](https://openreview.net/attachment?id=k3JgQXtpJq&name=pdf)]
- ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation [[PDF](https://openreview.net/attachment?id=8pusxkLEQO&name=pdf)]
- FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality [[PDF](https://openreview.net/attachment?id=W49UjcpGxx&name=pdf)]
- FreeTraj: Tuning-Free Trajectory Control via Noise Guided Video Diffusion [[PDF](https://openreview.net/attachment?id=CU7QfWJ6nC&name=pdf)]
- MAVIN: Multi-Action Video Generation with Diffusion Models via Transition Video Infilling [[PDF](https://openreview.net/attachment?id=IIDFStLGQx&name=pdf)]
- Live2Diff: Live Stream Translation via Uni-directional Attention in Video Diffusion Models [[PDF](https://openreview.net/attachment?id=YA1Ur2eGFl&name=pdf)]
- VideoPanda: Video Panoramic Diffusion With Multi-view Attention [[PDF](https://openreview.net/attachment?id=CMj18BQQDK&name=pdf)]
- Promptus: Representing Real-World Video as Stable Diffusion Prompts for Video Streaming [[PDF](https://openreview.net/attachment?id=BnYJdouhkp&name=pdf)]
- MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion [[PDF](https://openreview.net/attachment?id=bW9fGYo44s&name=pdf)]
- Boosting Camera Motion Control for Video Diffusion Transformers [[PDF](https://openreview.net/attachment?id=rDRCIvTppL&name=pdf)]
- UniVAE: A Unified Frame-Enriched Video VAE for Latent Video Diffusion Models [[PDF](https://openreview.net/attachment?id=hcvmYgFb2A&name=pdf)]
- Adaptive Caching for Faster Video Generation with Diffusion Transformers [[PDF](https://openreview.net/attachment?id=DyyLUUVXJ5&name=pdf)]
- TANGO: Co-Speech Gesture Video Reenactment with Hierarchical Audio Motion Embedding and Diffusion Interpolation [[PDF](https://openreview.net/attachment?id=LbEWwJOufy&name=pdf)]
- HERO: Harnessing Temporal Modeling for Diffusion-Based Video Outpainting [[PDF](https://openreview.net/attachment?id=I0HfqpSH8f&name=pdf)]
- ViBiDSampler: Enhancing Video Interpolation Using Bidirectional Diffusion Sampler [[PDF](https://openreview.net/attachment?id=nNYA7tcJSE&name=pdf)]
- Training-free Long Video Generation with Chain of Diffusion Model Experts [[PDF](https://openreview.net/attachment?id=3hc2ESNU6n&name=pdf)]
- VideoDiT: Bridging Image Diffusion Transformers for Streamlined Video Generation [[PDF](https://openreview.net/attachment?id=lvgsPjRtLM&name=pdf)]
- Video Diffusion Models Learn the Structure of the Dynamic World [[PDF](https://openreview.net/attachment?id=SIZhZrU41O&name=pdf)]
- VideoGuide: Improving Video Diffusion Models without Training Through a Teacher's Guide [[PDF](https://openreview.net/attachment?id=VmR3QvfLxt&name=pdf)]
- Camera Pose Estimation Emerging In Video Diffusion Transformer [[PDF](https://openreview.net/attachment?id=lgf2LW7fOJ&name=pdf)]
- Tex4D: Zero-shot 4D Scene Texturing with Video Diffusion Models [[PDF](https://openreview.net/attachment?id=0Lpz2o6NDE&name=pdf)]
- Improved Video VAE for Latent Video Diffusion Model [[PDF](https://openreview.net/attachment?id=e5288Iu4Zc&name=pdf)]
- Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile [[PDF](https://openreview.net/attachment?id=2ezRxhlAxJ&name=pdf)]
- Discriminator-Guided Cooperative Diffusion for Joint Audio and Video Generation [[PDF](https://openreview.net/attachment?id=agbiPPuSeQ&name=pdf)]
- Zero-Shot Video Semantic Segmentation based on Pre-Trained Diffusion Models [[PDF](https://openreview.net/attachment?id=VSHuwBUlYr&name=pdf)]
- Zero-shot Novel View Synthesis via Adaptive Modulating Video Diffusion Process [[PDF](https://openreview.net/attachment?id=zDJf7fvdid&name=pdf)]
- A Simple but Strong Baseline for Sounding Video Generation: Effective Adaptation of Audio and Video Diffusion Models for Joint Generation [[PDF](https://openreview.net/attachment?id=WqL4wOU3tw&name=pdf)]
- VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking [[PDF](https://openreview.net/attachment?id=uzz3qAYy0D&name=pdf)]
- State & Image Guidance: Teaching Old Text-to-Video Diffusion Models New Tricks [[PDF](https://openreview.net/attachment?id=zkGxROm7D3&name=pdf)]
- Redefining Temporal Modeling in Video Diffusion: The Vectorized Timestep Approach [[PDF](https://openreview.net/attachment?id=XYuWS3nrw3&name=pdf)]
- ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation [[PDF](https://openreview.net/attachment?id=E1N1oxd63b&name=pdf)]
- Progressive Autoregressive Video Diffusion Models [[PDF](https://openreview.net/attachment?id=WSze9IIN3d&name=pdf)]
- DAWN: Dynamic Frame Avatar with Non-autoregressive Diffusion Framework for Talking head Video Generation [[PDF](https://openreview.net/attachment?id=vjHySpxDsv&name=pdf)]
- MarDini: Masked Autoregressive Diffusion for Video Generation at Scale [[PDF](https://openreview.net/attachment?id=YJwnlplKQ7&name=pdf)]
- The Blessing of Smooth Initialization for Video Diffusion Models [[PDF](https://openreview.net/attachment?id=QIp1YUqgCB&name=pdf)]
- ReconX: Reconstruct Any Scene from Sparse Views with Video Diffusion Model [[PDF](https://openreview.net/attachment?id=Z30Mdbv5jO&name=pdf)]
- Semantically Consistent Video Inpainting with Conditional Diffusion Models [[PDF](https://openreview.net/attachment?id=h7fZvaU93L&name=pdf)]
- Emerging Tracking from Video Diffusion [[PDF](https://openreview.net/attachment?id=UDeARVACQi&name=pdf)]
- Solving Video Inverse Problems Using Image Diffusion Models [[PDF](https://openreview.net/attachment?id=TRWxFUzK9K&name=pdf)]
- VADER: Video Diffusion Alignment via Reward Gradients [[PDF](https://openreview.net/attachment?id=B9dYUFfzl3&name=pdf)]
- CamI2V: Camera-Controlled Image-to-Video Diffusion Model [[PDF](https://openreview.net/attachment?id=dIZB7jeSUv&name=pdf)]
- AVID: Adapting Video Diffusion Models to World Models [[PDF](https://openreview.net/attachment?id=15ASUbzg0N&name=pdf)]
- Investigating Memorization in Video Diffusion Models [[PDF](https://openreview.net/attachment?id=RFZV2tOWYN&name=pdf)]
- DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models [[PDF](https://openreview.net/attachment?id=qpDqO7qa3R&name=pdf)]
- IV-mixed Sampler: Leveraging Image Diffusion Models for Enhanced Video Synthesis [[PDF](https://openreview.net/attachment?id=ImpeMDJfVL&name=pdf)]
- CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer [[PDF](https://openreview.net/attachment?id=LQzN6TRFg9&name=pdf)]
- Masked Temporal Interpolation Diffusion for Procedure Planning in Instructional Videos [[PDF](https://openreview.net/attachment?id=HnpDHiItd2&name=pdf)]
- Self-Conditioned Diffusion Model for Consistent Human Image and Video Synthesis [[PDF](https://openreview.net/attachment?id=1fC4ytCAgb&name=pdf)]
- ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning [[PDF](https://openreview.net/attachment?id=Hhx3swAQAZ&name=pdf)]
- Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention [[PDF](https://openreview.net/attachment?id=sNntRFmn72&name=pdf)]
- Diffusion2: Dynamic 3D Content Generation via Score Composition of Video and Multi-view Diffusion Models [[PDF](https://openreview.net/attachment?id=fectsEG2GU&name=pdf)]
- VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control [[PDF](https://openreview.net/attachment?id=0n4bS0R5MM&name=pdf)]
- Physics3D: Learning Physical Properties of 3D Gaussians via Video Diffusion [[PDF](https://openreview.net/attachment?id=k3JgQXtpJq&name=pdf)]
- ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation [[PDF](https://openreview.net/attachment?id=8pusxkLEQO&name=pdf)]
### Personalized T2I
- MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models [[PDF](https://openreview.net/attachment?id=GwSL33Qx42&name=pdf)]
- DreamMakeup: Face Makeup Customization using Latent Diffusion Models [[PDF](https://openreview.net/attachment?id=WUibctXLT7&name=pdf)]
- Revealing the Unseen: Guiding Personalized Diffusion Models to Expose Training Data [[PDF](https://openreview.net/attachment?id=1ziPqVsDLc&name=pdf)]
- Rethinking and Defending Protective Perturbation in Personalized Diffusion Models [[PDF](https://openreview.net/attachment?id=DblHBgD0GR&name=pdf)]
- FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models [[PDF](https://openreview.net/attachment?id=30saKMFyHt&name=pdf)]
- Object Fusion via Diffusion Time-step for Customized Image Editing with Single Example [[PDF](https://openreview.net/attachment?id=hIdnWVxA9Z&name=pdf)]
- Receptor-Specific Diffusion Model: Towards Generating Protein-Protein Structures with Customized Perturbing and Sampling [[PDF](https://openreview.net/attachment?id=3zWvZv9xFh&name=pdf)]
- Learning to Customize Text-to-Image Diffusion In Diverse Context [[PDF](https://openreview.net/attachment?id=oGYGjPsVWb&name=pdf)]
- TweedieMix: Improving Multi-Concept Fusion for Diffusion-based Image/Video Generation [[PDF](https://openreview.net/attachment?id=ee2c4MEx9l&name=pdf)]
- LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models [[PDF](https://openreview.net/attachment?id=1eI236MqEA&name=pdf)]
### Super-Resolution
- One Step Diffusion-based Super-Resolution with Time-Aware Distillation [[PDF](https://openreview.net/attachment?id=2vlhdheveh&name=pdf)]
- FedSR: Frequency-Aware Enhancement for Diffusion-based Image Super-Resolution [[PDF](https://openreview.net/attachment?id=VYfYISQncf&name=pdf)]
- Image Super-Resolution with Text Prompt Diffusion [[PDF](https://openreview.net/attachment?id=vTdwuKUc5Z&name=pdf)]
### Concept Eraser
- Optimal Targets for Concept Erasure in Diffusion Models and Where To Find Them [[PDF](https://openreview.net/attachment?id=tZdqL5FH7w&name=pdf)]
- Concept Pinpoint Eraser for Text-to-image Diffusion Models via Residual Attention Gate [[PDF](https://openreview.net/attachment?id=ZRDhBwKs7l&name=pdf)]
- Prompt-Agnostic Erasure for Diffusion Models Using Task Vectors [[PDF](https://openreview.net/attachment?id=2wDXNF0Gv4&name=pdf)]
- EraseDiff: Erasing Data Influence in Diffusion Models [[PDF](https://openreview.net/attachment?id=4CR5Uc9EYf&name=pdf)]
- Erasing Combination from Text-to-Image Diffusion Model [[PDF](https://openreview.net/attachment?id=OBjF5I4PWg&name=pdf)]
### Adversarial Diffusion
- Diffusion Guided Adversarial State Perturbations in Reinforcement Learning [[PDF](https://openreview.net/attachment?id=DoB8DmrsSS&name=pdf)]
- AdvI2I: Adversarial Image Attack on Image-to-Image Diffusion models [[PDF](https://openreview.net/attachment?id=5UQ0YmC2js&name=pdf)]
- Diffusion & Adversarial Schrödinger Bridges via Iterative Proportional Markovian Fitting [[PDF](https://openreview.net/attachment?id=LikKyNlzgP&name=pdf)]
- How and how well do diffusion models improve adversarial robustness? [[PDF](https://openreview.net/attachment?id=EVK0sQHVCd&name=pdf)]
- Improved Diffusion-based Generative Model with Better Adversarial Robustness [[PDF](https://openreview.net/attachment?id=1DVgysiIt7&name=pdf)]
- Breaking Free: Hacking Diffusion Models for Generating Adversarial Examples and Bypassing Safety Guardrails [[PDF](https://openreview.net/attachment?id=6qeCyvlJUJ&name=pdf)]
- AddSR: Accelerating Diffusion-based Blind Super-Resolution with Adversarial Diffusion Distillation [[PDF](https://openreview.net/attachment?id=BpKbKeY0La&name=pdf)]
- Adversarial Guided Diffusion Models for Adversarial Purification [[PDF](https://openreview.net/attachment?id=PwLsQ1AFbP&name=pdf)]
- Adversarial Diffusion Bridge Model for Reliable Adversarial Purification [[PDF](https://openreview.net/attachment?id=g0rnZeBguq&name=pdf)]
- Sample-specific Noise Injection for Diffusion-based Adversarial Purification [[PDF](https://openreview.net/attachment?id=KzokzKV4JK&name=pdf)]
- Rethinking Adversarial Attacks as Protection Against Diffusion-based Mimicry [[PDF](https://openreview.net/attachment?id=tiJzOop4u6&name=pdf)]
- Efficient Adversarial Detection and Purification with Diffusion Models [[PDF](https://openreview.net/attachment?id=AHqXvTK4KG&name=pdf)]
- Adversarial-Guided Diffusion for Robust and High-Fidelity Multimodal LLM Attacks [[PDF](https://openreview.net/attachment?id=UXNprzZmvZ&name=pdf)]
### Distilled Learning
- CONCORD: -informed Diffusion for Dataset Distillation [[PDF](https://openreview.net/attachment?id=CaexTRYaN6&name=pdf)]
- Linear Multistep Solver Distillation for Fast Sampling of Diffusion Models [[PDF](https://openreview.net/attachment?id=vkOFOUDLTn&name=pdf)]
- Distillation-Free One-Step Diffusion for Real-World Image Super-Resolution [[PDF](https://openreview.net/attachment?id=2ogxyVlHmi&name=pdf)]
- Skip the Steps: Data-Free Consistency Distillation for Diffusion-based Samplers [[PDF](https://openreview.net/attachment?id=uVm0zSNKkP&name=pdf)]
- Secure Diffusion Model Unlocked: Efficient Inference via Score Distillation [[PDF](https://openreview.net/attachment?id=fkNsgI1nye&name=pdf)]
- Influence-Guided Diffusion for Dataset Distillation [[PDF](https://openreview.net/attachment?id=0whx8MhysK&name=pdf)]
- Amortized Posterior Sampling with Diffusion Prior Distillation [[PDF](https://openreview.net/attachment?id=85VWxAwsaF&name=pdf)]
- InstantPortrait: One-Step Portrait Editing via Diffusion Multi-Objective Distillation [[PDF](https://openreview.net/attachment?id=ZkFMe3OPfw&name=pdf)]
- Fast Multi-Mode Adaptive Generative Distillation for Continually Learning Diffusion Models [[PDF](https://openreview.net/attachment?id=PvvQlhBbgu&name=pdf)]
- MGD3: Mode-Guided Dataset Distillation using Diffusion Models [[PDF](https://openreview.net/attachment?id=vKJ8YH0iNp&name=pdf)]
- One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation [[PDF](https://openreview.net/attachment?id=Z85EoYQhCs&name=pdf)]
- Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation [[PDF](https://openreview.net/attachment?id=2ySt3cdGfJ&name=pdf)]
- DDIL: Improved Diffusion Distillation with Imitation Learning [[PDF](https://openreview.net/attachment?id=hGKuATIGhr&name=pdf)]
- Multi-Student Diffusion Distillation for Better One-Step Generators [[PDF](https://openreview.net/attachment?id=9SvRqu21m7&name=pdf)]
-------------------------------
- Jump Your Steps: Optimizing Sampling Schedule of Discrete Diffusion Models [[PDF](https://openreview.net/attachment?id=pD6TiCpyDR&name=pdf)]
- AQUATIC-Diff: Additive Quantization for Truly Tiny Compressed Diffusion Models [[PDF](https://openreview.net/attachment?id=XwERWxaqIr&name=pdf)]
- Diffusion-PINN Sampler [[PDF](https://openreview.net/attachment?id=vxBvr5ZpIu&name=pdf)]
- Offline Reinforcement Learning with Closed-loop Policy Evaluation and Diffusion World-Model Adaptation [[PDF](https://openreview.net/attachment?id=1zuJZ1jGvT&name=pdf)]
- SaRA: High-Efficient Diffusion Model Fine-tuning with Progressive Sparse Low-Rank Adaptation [[PDF](https://openreview.net/attachment?id=wGVOxplEbf&name=pdf)]
- Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data [[PDF](https://openreview.net/attachment?id=MbM1BqGpZu&name=pdf)]
- From Abstract Noise to Architectural Form: Designing Diffusion Models for Efficient Floor Plan Generation [[PDF](https://openreview.net/attachment?id=skJLOae8ew&name=pdf)]
- KnobGen: Controlling the Sophistication of Artwork in Sketch-Based Diffusion Models [[PDF](https://openreview.net/attachment?id=ztT70ubhsc&name=pdf)]
- Diffusion Bridge Implicit Models [[PDF](https://openreview.net/attachment?id=eghAocvqBk&name=pdf)]
- Precise Parameter Localization for Textual Generation in Diffusion Models [[PDF](https://openreview.net/attachment?id=gdHtZlaaSo&name=pdf)]
- Improved Sampling Algorithms for Lévy-Itô Diffusion Models [[PDF](https://openreview.net/attachment?id=XxCgeWSTNp&name=pdf)]
- Improving Diffusion-based Data Augmentation with Inversion Circle Interpolation [[PDF](https://openreview.net/attachment?id=dxoryzjsCW&name=pdf)]
- Dreamguider: Improved Training free Diffusion-based Conditional Generation [[PDF](https://openreview.net/attachment?id=Hpu3KIX8Am&name=pdf)]
- TabDiff: a Multi-Modal Diffusion Model for Tabular Data Generation [[PDF](https://openreview.net/attachment?id=swvURjrt8z&name=pdf)]
- Fast constrained sampling in pre-trained diffusion models [[PDF](https://openreview.net/attachment?id=c3i8uRSE9h&name=pdf)]
- Lightning-Fast Image Inversion and Editing for Text-to-Image Diffusion Models [[PDF](https://openreview.net/attachment?id=t9l63huPRt&name=pdf)]
- A Study of Posterior Stability for Time-Series Latent Diffusion [[PDF](https://openreview.net/attachment?id=2fZ9iOVzpR&name=pdf)]
- Diffusion Actor-Critic: Formulating Constrained Policy Iteration as Diffusion Noise Regression for Offline Reinforcement Learning [[PDF](https://openreview.net/attachment?id=ldVkAO09Km&name=pdf)]
- Improved Video VAE for Latent Video Diffusion Model [[PDF](https://openreview.net/attachment?id=e5288Iu4Zc&name=pdf)]
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- Diffusion Modulation via Environment Mechanism Modeling for Planning [[PDF](https://openreview.net/attachment?id=x1SfON9HvT&name=pdf)]
- Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models [[PDF](https://openreview.net/attachment?id=ILSZZNlbqw&name=pdf)]
- Instant Policy: In-Context Imitation Learning via Graph Diffusion [[PDF](https://openreview.net/attachment?id=je3GZissZc&name=pdf)]
- Denoising Diffusion Causal Discovery [[PDF](https://openreview.net/attachment?id=Z756zcjNcC&name=pdf)]
- StochSync: Stochastic Diffusion Synchronization for Image Generation in Arbitrary Spaces [[PDF](https://openreview.net/attachment?id=XPNprvlxuQ&name=pdf)]
- Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling [[PDF](https://openreview.net/attachment?id=CTC7CmirNr&name=pdf)]
- The Deficit of New Information in Diffusion Models: A Focus on Diverse Samples [[PDF](https://openreview.net/attachment?id=rAZ3yCpc3K&name=pdf)]
- Generalization in VAE and Diffusion Models: A Unified Information-Theoretic Analysis [[PDF](https://openreview.net/attachment?id=NGB6YNnO5o&name=pdf)]
- Latent Diffusion with LLMs for Reasoning [[PDF](https://openreview.net/attachment?id=Xe6UmKMInx&name=pdf)]
- The Geometry of Phase Transitions in Diffusion Models: Tubular Neighbourhoods and Singularities [[PDF](https://openreview.net/attachment?id=YYMd6zsP2e&name=pdf)]
- Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better [[PDF](https://openreview.net/attachment?id=QowsEic1sc&name=pdf)]
- Warm Diffusion: Recipe for Blur-Noise Mixture Diffusion Models [[PDF](https://openreview.net/attachment?id=rdSVgnLHQB&name=pdf)]
- How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework [[PDF](https://openreview.net/attachment?id=6awxwQEI82&name=pdf)]
- Discrete Inversion: A Controllable Latent Space for Multinomial Diffusion and Masked Generative Models [[PDF](https://openreview.net/attachment?id=NFEnBqknoX&name=pdf)]
- Temporal Environment-Aware Image Generation via Latent Diffusion [[PDF](https://openreview.net/attachment?id=Rd34VDwqB7&name=pdf)]
- Enhancing Diffusion Posterior Sampling for Inverse Problems by Integrating Crafted Measurements [[PDF](https://openreview.net/attachment?id=V2x5ZTHMae&name=pdf)]
- Data Unlearning in Diffusion Models [[PDF](https://openreview.net/attachment?id=SuHScQv5gP&name=pdf)]
- Single-Step Diffusion Model-Based Generative Model Inversion Attacks [[PDF](https://openreview.net/attachment?id=TvhEoz1nim&name=pdf)]
- Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile [[PDF](https://openreview.net/attachment?id=2ezRxhlAxJ&name=pdf)]
- Discriminator-Guided Cooperative Diffusion for Joint Audio and Video Generation [[PDF](https://openreview.net/attachment?id=agbiPPuSeQ&name=pdf)]
- Implicit Search via Discrete Diffusion: A Study on Chess [[PDF](https://openreview.net/attachment?id=A9y3LFX4ds&name=pdf)]
- Diffusion Process with Implicit Latents via Energy Models [[PDF](https://openreview.net/attachment?id=NW5vSJXO9V&name=pdf)]
- DiffuSolve: Diffusion-Based Solver for Non-Convex Trajectory Optimization [[PDF](https://openreview.net/attachment?id=KsVlV2CRya&name=pdf)]
- Semantic-Aware Diffusion Model for Sequential Recommendation [[PDF](https://openreview.net/attachment?id=2E6OK8cSoB&name=pdf)]
- A Unified Framework for Hierarchical Diffusion via Simplicial Complexes [[PDF](https://openreview.net/attachment?id=K0oFDAPnU4&name=pdf)]
- FullDiffusion: Diffusion Models Without Time Truncation [[PDF](https://openreview.net/attachment?id=1rg56KzwsS&name=pdf)]
- Can Diffusion Models Disentangle? A Theoretical Perspective [[PDF](https://openreview.net/attachment?id=JjMRdXPpKQ&name=pdf)]
- Δ-DiT: Accelerating Diffusion Transformers without training via Denoising Property Alignment [[PDF](https://openreview.net/attachment?id=pDI03iK5Bf&name=pdf)]
- Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models [[PDF](https://openreview.net/attachment?id=ZYd5wJSaMs&name=pdf)]
- Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior [[PDF](https://openreview.net/attachment?id=GcvLoqOoXL&name=pdf)]
- Free Hunch: Denoiser Covariance Estimation for Diffusion Models Without Extra Costs [[PDF](https://openreview.net/attachment?id=4JK2XMGUc8&name=pdf)]
- RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation [[PDF](https://openreview.net/attachment?id=yAzN4tz7oI&name=pdf)]
- LDMol: Text-to-Molecule Diffusion Model with Structurally Informative Latent Space [[PDF](https://openreview.net/attachment?id=GOgB6QoXwx&name=pdf)]
- DiffVAS: Diffusion-Guided Visual Active Search in Partially Observable Environments [[PDF](https://openreview.net/attachment?id=kCDQwiwlvH&name=pdf)]
- Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models [[PDF](https://openreview.net/attachment?id=8jvVNPHtVJ&name=pdf)]
- Stem-OB: Generalizable Visual Imitation Learning with Stem-Like Convergent Observation through Diffusion Inversion [[PDF](https://openreview.net/attachment?id=xaYlO03tIk&name=pdf)]
- Diff-Prompt: Diffusion-driven Prompt Generator with Mask Supervision [[PDF](https://openreview.net/attachment?id=LfghnrSJNg&name=pdf)]
- Multidimensional Trajectory Optimization for Flow and Diffusion [[PDF](https://openreview.net/attachment?id=oHbmiaeyUL&name=pdf)]
- Zero-Order Diffusion Guidance for Inverse Problems [[PDF](https://openreview.net/attachment?id=JBgBrnhLLL&name=pdf)]
- ProtPainter: Draw or Drag Protein via Topology-guided Diffusion [[PDF](https://openreview.net/attachment?id=Nq7yKYL0Bp&name=pdf)]
- Zero-Shot Video Semantic Segmentation based on Pre-Trained Diffusion Models [[PDF](https://openreview.net/attachment?id=VSHuwBUlYr&name=pdf)]
- Risk-Sensitive Diffusion: Robustly Optimizing Diffusion Models with Noisy Samples [[PDF](https://openreview.net/attachment?id=b0WpXBABdu&name=pdf)]
- TimeAutoDiff: Generation of Heterogeneous Time Series Data via Latent Diffusion Model [[PDF](https://openreview.net/attachment?id=zB6uMznFuZ&name=pdf)]
- SimDiffPDE: Simple Diffusion Baselines for Solving Partial Differential Equations [[PDF](https://openreview.net/attachment?id=JQV9gH55Az&name=pdf)]
- Zero-shot Novel View Synthesis via Adaptive Modulating Video Diffusion Process [[PDF](https://openreview.net/attachment?id=zDJf7fvdid&name=pdf)]
- Provable Causal State Representation under Asynchronous Diffusion Model for POMDPs [[PDF](https://openreview.net/attachment?id=FNiqaC382D&name=pdf)]
- SigDiffusions: Score-Based Diffusion Models for Time Series via Log-Signature Embeddings [[PDF](https://openreview.net/attachment?id=Y8KK9kjgIK&name=pdf)]
- Self-Supervised Diffusion Processes for Electron-Aware Molecular Representation Learning [[PDF](https://openreview.net/attachment?id=UQ0RqfhgCk&name=pdf)]
- ProFI-Painter: Text-Guided Prompt-Faithful Image Inpainting with Diffusion Models [[PDF](https://openreview.net/attachment?id=6lB5qtdYAg&name=pdf)]
- What Makes a Good Diffusion Planner for Decision Making? [[PDF](https://openreview.net/attachment?id=7BQkXXM8Fy&name=pdf)]
- ContraFusion: Contrastively Improving Compositional Understanding in Diffusion Models via Fine-Grained Negative Images [[PDF](https://openreview.net/attachment?id=S85PP4xjFD&name=pdf)]
- MemBench: Memorized Image Trigger Prompt Dataset for Diffusion Models [[PDF](https://openreview.net/attachment?id=Qg0gtNkXIb&name=pdf)]
- De-biasing Diffusion: Data-Free FP8 Quantization of Text-to-Image Models with Billions of Parameters [[PDF](https://openreview.net/attachment?id=nExUJBF5tR&name=pdf)]
- Conditional Diffusion on Web-Scale Image Pairs leads to Diverse Image Variations [[PDF](https://openreview.net/attachment?id=s7vwXDsVYa&name=pdf)]
- Diffusion On Syntax Trees For Program Synthesis [[PDF](https://openreview.net/attachment?id=wN3KaUXA5X&name=pdf)]
- NECOMIMI: Neural-Cognitive Multimodal EEG-informed Image Generation with Diffusion Models [[PDF](https://openreview.net/attachment?id=ZLZs2QG7vz&name=pdf)]
- FROM LOW TO HIGH-VALUE DESIGNS: OFFLINE OPTIMIZATION VIA GENERALIZED DIFFUSION [[PDF](https://openreview.net/attachment?id=K9Elg2JrvY&name=pdf)]
- Exploring the Design Space of Diffusion Bridge Models via Stochasticity Control [[PDF](https://openreview.net/attachment?id=tNE0Y3S4fE&name=pdf)]
- Highlight Diffusion: Training-Free Attention Guided Acceleration for Text-to-Image Models [[PDF](https://openreview.net/attachment?id=Jt1gGIumJo&name=pdf)]
- Diffusion Pretraining for Gait Recognition in the Wild [[PDF](https://openreview.net/attachment?id=r4GxmIBDbO&name=pdf)]
- StyleMaster: Towards Flexible Stylized Image Generation with Diffusion Models [[PDF](https://openreview.net/attachment?id=B282LrYgpA&name=pdf)]
- Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design [[PDF](https://openreview.net/attachment?id=G328D1xt4W&name=pdf)]
- SafeDiffuser: Safe Planning with Diffusion Probabilistic Models [[PDF](https://openreview.net/attachment?id=ig2wk7kK9J&name=pdf)]
- Choose Your Anchor Wisely: Effective Unlearning Diffusion Models via Reconditioning [[PDF](https://openreview.net/attachment?id=4aWzNhmq4K&name=pdf)]
- DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing [[PDF](https://openreview.net/attachment?id=9OfKxKoYNw&name=pdf)]
- A Simple but Strong Baseline for Sounding Video Generation: Effective Adaptation of Audio and Video Diffusion Models for Joint Generation [[PDF](https://openreview.net/attachment?id=WqL4wOU3tw&name=pdf)]
- Diffusion Attribution Score: Which Training Sample Determines Your Generation? [[PDF](https://openreview.net/attachment?id=kuutidLf6R&name=pdf)]
- VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking [[PDF](https://openreview.net/attachment?id=uzz3qAYy0D&name=pdf)]
- Diffusion State-Guided Projected Gradient for Inverse Problems [[PDF](https://openreview.net/attachment?id=kRBQwlkFSP&name=pdf)]
- Synthesizing Realistic fMRI: A Physiological Dynamics-Driven Hierarchical Diffusion Model for Efficient fMRI Acquisition [[PDF](https://openreview.net/attachment?id=zZ6TT254Np&name=pdf)]
- Generation and Comprehension Hand-in-Hand: Vision-guided Expression Diffusion for Boosting Referring Expression Generation and Comprehension [[PDF](https://openreview.net/attachment?id=1qbZekXGrp&name=pdf)]
- Prompt Diffusion Robustifies Any-Modality Prompt Learning [[PDF](https://openreview.net/attachment?id=2x1U8a3s7G&name=pdf)]
- Discovery and Expansion of New Domains within Diffusion Models [[PDF](https://openreview.net/attachment?id=KTrnOhAN4k&name=pdf)]
- Faster Diffusion Sampling with Randomized Midpoints: Sequential and Parallel [[PDF](https://openreview.net/attachment?id=MT3aOfXIbY&name=pdf)]
- Hierarchical Protein Backbone Generation with Latent and Structure Diffusion [[PDF](https://openreview.net/attachment?id=J19jKa3wFj&name=pdf)]
- Data Exfiltration in Diffusion Models: A Backdoor Attack Approach [[PDF](https://openreview.net/attachment?id=T6qIMnokrI&name=pdf)]
- I2AM: Interpreting Image-to-Image Latent Diffusion Models via Bi-Attribution Maps [[PDF](https://openreview.net/attachment?id=bBNUiErs26&name=pdf)]
- State & Image Guidance: Teaching Old Text-to-Video Diffusion Models New Tricks [[PDF](https://openreview.net/attachment?id=zkGxROm7D3&name=pdf)]
- Towards Understanding Text Hallucination of Diffusion Models via Local Generation Bias [[PDF](https://openreview.net/attachment?id=SKW10XJlAI&name=pdf)]
- PoGDiff: Product-of-Gaussians Diffusion Models for Imbalanced Text-to-Image Generation [[PDF](https://openreview.net/attachment?id=ACEuJBhhbN&name=pdf)]
- TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision [[PDF](https://openreview.net/attachment?id=Xqo4eObgQX&name=pdf)]
- Anti-Exposure Bias in Diffusion Models via Prompt Learning [[PDF](https://openreview.net/attachment?id=MtDd7rWok1&name=pdf)]
- GUNet: A Graph Convolutional Network United Diffusion Model for Stable and Diversity Pose Generation [[PDF](https://openreview.net/attachment?id=KWo4w1UXs8&name=pdf)]
- Diffusion-based Prompt Generation for Lifelong Continual Adaptation [[PDF](https://openreview.net/attachment?id=p2oFwfwebT&name=pdf)]
- LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models [[PDF](https://openreview.net/attachment?id=3b9SKkRAKw&name=pdf)]
- Redefining Temporal Modeling in Video Diffusion: The Vectorized Timestep Approach [[PDF](https://openreview.net/attachment?id=XYuWS3nrw3&name=pdf)]
- Hierarchical Classification via Diffusion on Manifolds [[PDF](https://openreview.net/attachment?id=zJbwrk1DHc&name=pdf)]
- From Patches to Graphs: Towards Image Diffusion Models with GNNs [[PDF](https://openreview.net/attachment?id=h4L5eUvXmP&name=pdf)]
- ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation [[PDF](https://openreview.net/attachment?id=E1N1oxd63b&name=pdf)]
- AP-LDM: Attentive and Progressive Latent Diffusion Model for Training-Free High-Resolution Image Generation [[PDF](https://openreview.net/attachment?id=OIqOpdyhTd&name=pdf)]
- AudioMorphix: Training-free audio editing with diffusion probabilistic models [[PDF](https://openreview.net/attachment?id=a8dQutiF9E&name=pdf)]
- Heavy-Tailed Diffusion Models [[PDF](https://openreview.net/attachment?id=tozlOEN4qp&name=pdf)]
- Deconstructing Denoising Diffusion Models for Self-Supervised Learning [[PDF](https://openreview.net/attachment?id=9oMB6wnFYM&name=pdf)]
- Improving Discrete Diffusion with Schedule-Conditioning [[PDF](https://openreview.net/attachment?id=wQk6yaRGOi&name=pdf)]
- CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models [[PDF](https://openreview.net/attachment?id=jt1h2dnmng&name=pdf)]
- The Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise [[PDF](https://openreview.net/attachment?id=GpdO9r73xT&name=pdf)]
- TF-score: Time-series Forecasting using score-based diffusion model [[PDF](https://openreview.net/attachment?id=RDLvnUJ5JZ&name=pdf)]
- Continuous Speech Synthesis using per-token Latent Diffusion [[PDF](https://openreview.net/attachment?id=wkmCbrrDQN&name=pdf)]
- Efficient Multi-agent Offline Coordination via Diffusion-based Trajectory Stitching [[PDF](https://openreview.net/attachment?id=EpnZEzYDUT&name=pdf)]
- Understanding and Mitigating Memorization in Diffusion Models for Tabular Data [[PDF](https://openreview.net/attachment?id=wT1aFmsXOc&name=pdf)]
- Morse: Fast Sampling for Accelerating Diffusion Models Universally [[PDF](https://openreview.net/attachment?id=UlsI4z3QQP&name=pdf)]
- MoDiff: a Protein Diffusion Model for Multi-motif Scaffolding Problem [[PDF](https://openreview.net/attachment?id=jXy5B0auu0&name=pdf)]
- BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models [[PDF](https://openreview.net/attachment?id=YaeZwhXJ4k&name=pdf)]
- MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance [[PDF](https://openreview.net/attachment?id=PJqP0wyQek&name=pdf)]
- Longitudinal Latent Diffusion Models [[PDF](https://openreview.net/attachment?id=62DvfHFesc&name=pdf)]
- Diffusion Models Learn Low-Dimensional Distributions via Subspace Clustering [[PDF](https://openreview.net/attachment?id=Bon3TPZOG0&name=pdf)]
- Unleashing the Potential of Diffusion Models for Incomplete Data Imputation [[PDF](https://openreview.net/attachment?id=3fl1SENSYO&name=pdf)]
- Learning Conditionally Independent Marginals Enables Logical Compositions in Conditional Diffusion Models [[PDF](https://openreview.net/attachment?id=cCRlEvjrx4&name=pdf)]
- Targeted Attack Improves Protection against Unauthorized Diffusion Customization [[PDF](https://openreview.net/attachment?id=agHddsQhsL&name=pdf)]
- Progressive Autoregressive Video Diffusion Models [[PDF](https://openreview.net/attachment?id=WSze9IIN3d&name=pdf)]
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- Periodic Materials Generation using Text-Guided Joint Diffusion Model [[PDF](https://openreview.net/attachment?id=AkBrb7yQ0G&name=pdf)]
- Sparse-to-Sparse Training of Diffusion Models [[PDF](https://openreview.net/attachment?id=vNZIePda08&name=pdf)]
- Seeing the Unseen: How EMoE Unveils Bias in Text-to-Image Diffusion Models [[PDF](https://openreview.net/attachment?id=LlZ929lua7&name=pdf)]
- Zero-Shot Image Compression with Diffusion-Based Posterior Sampling [[PDF](https://openreview.net/attachment?id=qi7udwV66M&name=pdf)]
- DiTTo-TTS: Diffusion Transformers for Scalable Text-to-Speech without Domain-Specific Factors [[PDF](https://openreview.net/attachment?id=hQvX9MBowC&name=pdf)]
- HouseCrafter: Lifting Floorplans to 3D Scenes with 2D Diffusion Model [[PDF](https://openreview.net/attachment?id=WKKD1Faobu&name=pdf)]
- CONCORD: -informed Diffusion for Dataset Distillation [[PDF](https://openreview.net/attachment?id=CaexTRYaN6&name=pdf)]
- AccCtr: Accelerating Training-Free Control For Text-to-Image Diffusion Models [[PDF](https://openreview.net/attachment?id=Trn4Hji6iH&name=pdf)]
- Fragment-Augmented Diffusion for Molecular Conformation Generation [[PDF](https://openreview.net/attachment?id=r0QqfaCkF8&name=pdf)]
- DAWN: Dynamic Frame Avatar with Non-autoregressive Diffusion Framework for Talking head Video Generation [[PDF](https://openreview.net/attachment?id=vjHySpxDsv&name=pdf)]
- Chemistry-Inspired Diffusion with Non-Differentiable Guidance [[PDF](https://openreview.net/attachment?id=4dAgG8ma3B&name=pdf)]
- MarDini: Masked Autoregressive Diffusion for Video Generation at Scale [[PDF](https://openreview.net/attachment?id=YJwnlplKQ7&name=pdf)]
- Diffusion Models Meet Contextual Bandits [[PDF](https://openreview.net/attachment?id=GGAG3wFEKv&name=pdf)]
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- Unlocking Guidance for Discrete State-Space Diffusion and Flow Models [[PDF](https://openreview.net/attachment?id=XsgHl54yO7&name=pdf)]
- Linear Multistep Solver Distillation for Fast Sampling of Diffusion Models [[PDF](https://openreview.net/attachment?id=vkOFOUDLTn&name=pdf)]
- ComPC: Completing a 3D Point Cloud with 2D Diffusion Priors [[PDF](https://openreview.net/attachment?id=SoUwcVplq4&name=pdf)]
- DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models [[PDF](https://openreview.net/attachment?id=fRmfDqZ2yq&name=pdf)]
- EDM2+: Exploring Efficient Diffusion Model Architectures for Visual Generation [[PDF](https://openreview.net/attachment?id=T1MTmAlF7x&name=pdf)]
- Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model [[PDF](https://openreview.net/attachment?id=ny8T8OuNHe&name=pdf)]
- Diffusion Bridge AutoEncoders for Unsupervised Representation Learning [[PDF](https://openreview.net/attachment?id=hBGavkf61a&name=pdf)]
- HOI-Diff: Text-Driven Synthesis of 3D Human-Object Interactions using Diffusion Models [[PDF](https://openreview.net/attachment?id=ZYwLfi50GI&name=pdf)]
- OMS: One More Step Noise Searching to Enhance Membership Inference Attacks for Diffusion Models [[PDF](https://openreview.net/attachment?id=IRCo9mHScB&name=pdf)]
- Efficient Scaling of Diffusion Transformers for Text-to-Image Generation [[PDF](https://openreview.net/attachment?id=iG7qH9Kdao&name=pdf)]
- BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers [[PDF](https://openreview.net/attachment?id=yJAk0n0NyU&name=pdf)]
- Accelerated Diffusion using Closed-form Discriminator Guidance [[PDF](https://openreview.net/attachment?id=UK0jrVGCg2&name=pdf)]
- Probing the Latent Hierarchical Structure of Data via Diffusion Models [[PDF](https://openreview.net/attachment?id=0GzqVqCKns&name=pdf)]
- Latent Weight Diffusion: Generating policies from trajectories [[PDF](https://openreview.net/attachment?id=XLCqhdaMpy&name=pdf)]
- PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction [[PDF](https://openreview.net/attachment?id=KZgo2YQbhc&name=pdf)]
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- ReconX: Reconstruct Any Scene from Sparse Views with Video Diffusion Model [[PDF](https://openreview.net/attachment?id=Z30Mdbv5jO&name=pdf)]
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- Wavelet Diffusion Neural Operator [[PDF](https://openreview.net/attachment?id=FQhDIGuaJ4&name=pdf)]
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- High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity [[PDF](https://openreview.net/attachment?id=vh1e2WJfZp&name=pdf)]
- Characterizing the Training Dynamics of Private Fine-tuning with Langevin Diffusion [[PDF](https://openreview.net/attachment?id=KYipmCMmSO&name=pdf)]
- Rectified Diffusion: Straightness Is Not Your Need in Rectified Flow [[PDF](https://openreview.net/attachment?id=nEDToD1R8M&name=pdf)]
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- Towards a Theoretical Understanding of Memorization in Diffusion Models [[PDF](https://openreview.net/attachment?id=GaWYCQMAq1&name=pdf)]
- GUIDE: Guidance-based Incremental Learning with Diffusion Models [[PDF](https://openreview.net/attachment?id=SLufnMLhbv&name=pdf)]
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- Advancing Graph Generation through Beta Diffusion [[PDF](https://openreview.net/attachment?id=x1An5a3U9I&name=pdf)]
- LocDiffusion: Identifying Locations on Earth by Diffusing in the Hilbert Space [[PDF](https://openreview.net/attachment?id=fQSZMrjW8X&name=pdf)]
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- Closed-loop Diffusion Control of Complex Physical Systems [[PDF](https://openreview.net/attachment?id=PiHGrTTnvb&name=pdf)]
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- PSHead: 3D Head Reconstruction from a Single Image with Diffusion Prior and Self-Enhancement [[PDF](https://openreview.net/attachment?id=0KFwhDqTQ6&name=pdf)]
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- GRASP: Generating Graphs via Spectral Diffusion [[PDF](https://openreview.net/attachment?id=AAXBfJNHDt&name=pdf)]
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- Lossy Compression with Pretrained Diffusion Models [[PDF](https://openreview.net/attachment?id=raUnLe0Z04&name=pdf)]
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- Diffusion-based Neural Network Weights Generation [[PDF](https://openreview.net/attachment?id=j8WHjM9aMm&name=pdf)]
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- Glauber Generative Model: Discrete Diffusion Models via Binary Classification [[PDF](https://openreview.net/attachment?id=HyjIEf90Tn&name=pdf)]
- Diffusion models for Gaussian distributions: Exact solutions and Wasserstein errors [[PDF](https://openreview.net/attachment?id=Wi74fYCX2f&name=pdf)]
- On Statistical Rates of Conditional Diffusion Transformer: Approximation and Estimation [[PDF](https://openreview.net/attachment?id=c54apoozCS&name=pdf)]
- Learning to Permute with Discrete Diffusion [[PDF](https://openreview.net/attachment?id=EO8xpnW7aX&name=pdf)]
- Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention [[PDF](https://openreview.net/attachment?id=sNntRFmn72&name=pdf)]
- ClearSR: Latent Low-Resolution Image Embeddings Help Diffusion-Based Real-World Super Resolution Models See Clearer [[PDF](https://openreview.net/attachment?id=FWpO8u2lim&name=pdf)]
- FairSkin: Fair Diffusion for Skin Disease Image Geneartion [[PDF](https://openreview.net/attachment?id=qW5f8TAZ4J&name=pdf)]
- MRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers [[PDF](https://openreview.net/attachment?id=yVeNBxwL5W&name=pdf)]
- Diffusion Feedback Helps CLIP See Better [[PDF](https://openreview.net/attachment?id=tLFWU6izoA&name=pdf)]
- Mixture-of-Diffusers: Dual-Stage Diffusion Model for Improved Time Series Generation [[PDF](https://openreview.net/attachment?id=lcmd2Qdrsv&name=pdf)]
- MDSGen: Fast and Efficient Masked Diffusion Temporal-Aware Transformers for Open-Domain Sound Generation [[PDF](https://openreview.net/attachment?id=yFEqYwgttJ&name=pdf)]
- Diffusion2: Dynamic 3D Content Generation via Score Composition of Video and Multi-view Diffusion Models [[PDF](https://openreview.net/attachment?id=fectsEG2GU&name=pdf)]
- DIAR: Diffusion-model-guided Implicit Q-learning with Adaptive Revaluation [[PDF](https://openreview.net/attachment?id=7hM5597bCv&name=pdf)]
- DiffPC: Diffusion-based High Perceptual Fidelity Image Compression with Semantic Refinement [[PDF](https://openreview.net/attachment?id=RL7PycCtAO&name=pdf)]
- DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector [[PDF](https://openreview.net/attachment?id=AhcYq4CnfF&name=pdf)]
- WMAdapter: Adding WaterMark Control to Latent Diffusion Models [[PDF](https://openreview.net/attachment?id=HAD6iZxKuh&name=pdf)]
- Federated Unlearning with Diffusion Models [[PDF](https://openreview.net/attachment?id=MU4aykgggg&name=pdf)]
- Unified Convergence Analysis for Score-Based Diffusion Models with Deterministic Samplers [[PDF](https://openreview.net/attachment?id=HrdVqFSn1e&name=pdf)]
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- DyDiff: Long-Horizon Rollout via Dynamics Diffusion for Offline Reinforcement Learning [[PDF](https://openreview.net/attachment?id=ayUh0A6LIJ&name=pdf)]
- DSPart: A Large-scale Diffusion-generated Synthetic Dataset with Annotations from 3D Parts [[PDF](https://openreview.net/attachment?id=K3jv45pptT&name=pdf)]
- Generating GFlowNets as You Wish with Diffusion Process [[PDF](https://openreview.net/attachment?id=8ljEGpXuqB&name=pdf)]
- Spatio-temporal Diffusion Transformer for Action Recognition [[PDF](https://openreview.net/attachment?id=ICR3swcnaa&name=pdf)]
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- DMDSpeech: Distilled Diffusion Model Surpassing The Teacher in Zero-shot Speech Synthesis via Direct Metric Optimization [[PDF](https://openreview.net/attachment?id=LhuDdMEIGS&name=pdf)]
- Revamping Diffusion Guidance for Conditional and Unconditional Generation [[PDF](https://openreview.net/attachment?id=b3CzCCCILJ&name=pdf)]
- Diffusion Minimization and Sheaf Neural Networks for Recommender Systems [[PDF](https://openreview.net/attachment?id=VSVQljJU5N&name=pdf)]
- Diffusion Curriculum: Synthetic-to-Real Data Curriculum via Image-Guided Diffusion [[PDF](https://openreview.net/attachment?id=0RgLIMh94b&name=pdf)]
- VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control [[PDF](https://openreview.net/attachment?id=0n4bS0R5MM&name=pdf)]
- SFW sampling for diffusion models via external conditioning [[PDF](https://openreview.net/attachment?id=xETLME9sNq&name=pdf)]
- DualFast: Dual-Speedup Framework for Fast Sampling of Diffusion Models [[PDF](https://openreview.net/attachment?id=UACXMKAz0Z&name=pdf)]
- SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models [[PDF](https://openreview.net/attachment?id=vWR3KuiQur&name=pdf)]
- The Latent Road to Atoms: Backmapping Coarse-grained Protein Structures with Latent Diffusion [[PDF](https://openreview.net/attachment?id=zIqLQVBxdd&name=pdf)]
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- Stable Diffusion Feature Extraction for Sketching with One Example [[PDF](https://openreview.net/attachment?id=1vjMuNJ2Ik&name=pdf)]
- One Step Diffusion via Shortcut Models [[PDF](https://openreview.net/attachment?id=OlzB6LnXcS&name=pdf)]
- Physics3D: Learning Physical Properties of 3D Gaussians via Video Diffusion [[PDF](https://openreview.net/attachment?id=k3JgQXtpJq&name=pdf)]
- ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation [[PDF](https://openreview.net/attachment?id=8pusxkLEQO&name=pdf)]
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- Ouroboros3D: Image-to-3D Generation via 3D-aware Recursive Diffusion [[PDF](https://openreview.net/attachment?id=bjkQTInGes&name=pdf)]
- MorphoDiff: Cellular Morphology Painting with Diffusion Models [[PDF](https://openreview.net/attachment?id=PstM8YfhvI&name=pdf)]
- DEEM: Diffusion models serve as the eyes of large language models for image perception [[PDF](https://openreview.net/attachment?id=qtWjSboqfe&name=pdf)]
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- Adjoint Matching: Fine-tuning Flow and Diffusion Generative Models with Memoryless Stochastic Optimal Control [[PDF](https://openreview.net/attachment?id=xQBRrtQM8u&name=pdf)]
- Parallel simulation for sampling under isoperimetry and score-based diffusion models [[PDF](https://openreview.net/attachment?id=6Gb7VfTKY7&name=pdf)]
- CAT Pruning: Cluster-Aware Token Pruning For Text-to-Image Diffusion Models [[PDF](https://openreview.net/attachment?id=DDxLsxiZR8&name=pdf)]
- ToMA: Token Merging with Attention For Diffusion Models [[PDF](https://openreview.net/attachment?id=xhtqgW5b93&name=pdf)]
- UTSD: Unified Time Series Diffusion Model [[PDF](https://openreview.net/attachment?id=aCz7TiKjwJ&name=pdf)]
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- IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models [[PDF](https://openreview.net/attachment?id=f4mQ2SU5tp&name=pdf)]
- Mining your own secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models [[PDF](https://openreview.net/attachment?id=hUdLs6TqZL&name=pdf)]
- Fast and Noise-Robust Diffusion Solvers for Inverse Problems: A Frequentist Approach [[PDF](https://openreview.net/attachment?id=Z9Odi09Rv9&name=pdf)]
- Discrete Copula Diffusion [[PDF](https://openreview.net/attachment?id=FXw0okNcOb&name=pdf)]
- Toward Exploratory Inverse Constraint Inference with Generative Diffusion Verifiers [[PDF](https://openreview.net/attachment?id=0UvlnHgaii&name=pdf)]
- Topology-aware Graph Diffusion Model with Persistent Homology [[PDF](https://openreview.net/attachment?id=ZC0wgCabT2&name=pdf)]
- Diffusion Trajectory-guided Policy: A Novel Framework for Long-Horizon Robot Manipulation [[PDF](https://openreview.net/attachment?id=VaoeAi5CW8&name=pdf)]
- Diffusion Models are Few-shot Learners for Dense Vision Tasks [[PDF](https://openreview.net/attachment?id=az5WtGe48n&name=pdf)]
- Series-to-Series Diffusion Bridge Model [[PDF](https://openreview.net/attachment?id=xCMmtYOsiL&name=pdf)]
- FreeTraj: Tuning-Free Trajectory Control via Noise Guided Video Diffusion [[PDF](https://openreview.net/attachment?id=CU7QfWJ6nC&name=pdf)]
- MAVIN: Multi-Action Video Generation with Diffusion Models via Transition Video Infilling [[PDF](https://openreview.net/attachment?id=IIDFStLGQx&name=pdf)]
- CELL-Diff: Unified Diffusion Modeling for Protein Sequences and Microscopy Images [[PDF](https://openreview.net/attachment?id=tAkdzjHnkP&name=pdf)]
- Live2Diff: Live Stream Translation via Uni-directional Attention in Video Diffusion Models [[PDF](https://openreview.net/attachment?id=YA1Ur2eGFl&name=pdf)]
- AuthFace: Towards Authentic Blind Face Restoration with Face-oriented Generative Diffusion Prior [[PDF](https://openreview.net/attachment?id=Z28efFRE9r&name=pdf)]
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- Unified Multimodal Discrete Diffusion [[PDF](https://openreview.net/attachment?id=QyNN5n37nK&name=pdf)]
- Iterative DPO with An Improvement Model for Fine-tuning Diffusion Models [[PDF](https://openreview.net/attachment?id=KJF3h0OpQ7&name=pdf)]
- FreqPrior: Improving Diffusion Models with Frequency Filtering Gaussian Noise as Prior [[PDF](https://openreview.net/attachment?id=8x0SGbCpzs&name=pdf)]
- CoLa-DCE – -guided Latent Diffusion Counterfactual Explanations [[PDF](https://openreview.net/attachment?id=IQ0BBfbYR2&name=pdf)]
- Improving Editability in Compositional Image Diffusion with Layer-wise Memory [[PDF](https://openreview.net/attachment?id=U91wktaOXS&name=pdf)]
- InstantPortrait: One-Step Portrait Editing via Diffusion Multi-Objective Distillation [[PDF](https://openreview.net/attachment?id=ZkFMe3OPfw&name=pdf)]
- RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior [[PDF](https://openreview.net/attachment?id=UbMYhX60tY&name=pdf)]
- Haland: Human-AI Coordination via Policy Generation from Language-guided Diffusion [[PDF](https://openreview.net/attachment?id=jlEDDCYLvV&name=pdf)]
- MaD-Scientist: AI-based Scientist solving Convection-Diffusion-Reaction Equations Using Massive PINN-Based Prior Data [[PDF](https://openreview.net/attachment?id=VRlihVklCL&name=pdf)]
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- Generative bandit optimization via diffusion posterior sampling [[PDF](https://openreview.net/attachment?id=ef3tbYHIVn&name=pdf)]
- Alignment without Over-optimization: Training-Free Solution for Diffusion Models [[PDF](https://openreview.net/attachment?id=vi3DjUhFVm&name=pdf)]
- PFDiff: Training-free Acceleration of Diffusion Models through the Gradient Guidance of Past and Future [[PDF](https://openreview.net/attachment?id=wmmDvZGFK7&name=pdf)]
- GuideCO: Training Objective-Guided Diffusion Solver with Imperfect Data for Combinatorial Optimization [[PDF](https://openreview.net/attachment?id=D3vD7ZFIor&name=pdf)]
- VideoPanda: Video Panoramic Diffusion With Multi-view Attention [[PDF](https://openreview.net/attachment?id=CMj18BQQDK&name=pdf)]
- Improving Probabilistic Diffusion Models With Optimal Covariance Matching [[PDF](https://openreview.net/attachment?id=fV0t65OBUu&name=pdf)]
- Addressing domain shift with diffusion-based adaptation for real image dehazing [[PDF](https://openreview.net/attachment?id=f4aMqhYG7z&name=pdf)]
- State Combinatorial Generalization In Decision Making With Conditional Diffusion Models [[PDF](https://openreview.net/attachment?id=PH7ja3T0vN&name=pdf)]
- ComboStoc: Combinatorial Stochasticity for Diffusion Generative Models [[PDF](https://openreview.net/attachment?id=gBHZAAwcgT&name=pdf)]
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- Reinforcement learning on structure-conditioned categorical diffusion for protein inverse folding [[PDF](https://openreview.net/attachment?id=OlytBskWjc&name=pdf)]
- DRAG: Data Reconstruction Attack using Guided Diffusion [[PDF](https://openreview.net/attachment?id=jvmMqD57ZR&name=pdf)]
- Fast Multi-Mode Adaptive Generative Distillation for Continually Learning Diffusion Models [[PDF](https://openreview.net/attachment?id=PvvQlhBbgu&name=pdf)]
- GoodDrag: Towards Good Practices for Drag Editing with Diffusion Models [[PDF](https://openreview.net/attachment?id=VtYfbvwpWp&name=pdf)]
- Bundle Neural Network for message diffusion on graphs [[PDF](https://openreview.net/attachment?id=scI9307PLG&name=pdf)]
- G4Seg: Generation for Online Segmentation Refinement with Diffusion Models [[PDF](https://openreview.net/attachment?id=a7gOjgFswH&name=pdf)]
- Robust Two-Hand Reconstruction with Additional 2D Information and Diffusion Prior [[PDF](https://openreview.net/attachment?id=A0LYPN3jvm&name=pdf)]
- Unsupervised Radar Point Cloud Enhancement Using Diffusion Model as Prior without Paired Traning Data [[PDF](https://openreview.net/attachment?id=lf4ukMSl7o&name=pdf)]
- Real-World Benchmarks Make Membership Inference Attacks Fail on Diffusion Models [[PDF](https://openreview.net/attachment?id=EE2tIwKhSW&name=pdf)]
- Promptus: Representing Real-World Video as Stable Diffusion Prompts for Video Streaming [[PDF](https://openreview.net/attachment?id=BnYJdouhkp&name=pdf)]
- Group Diffusion Transformers are Unsupervised Multitask Learners [[PDF](https://openreview.net/attachment?id=uOxoje4Sa9&name=pdf)]
- 3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion [[PDF](https://openreview.net/attachment?id=CGbfokGFP7&name=pdf)]
- FLEXOUNDIT: VARIABLE-LENGTH DIFFUSION TRANSFORMER FOR TEXT-TO-AUDIO GENERATION [[PDF](https://openreview.net/attachment?id=6Tyo0yCCez&name=pdf)]
- Controlling Language and Diffusion Models by Transporting Activations [[PDF](https://openreview.net/attachment?id=l2zFn6TIQi&name=pdf)]
- 3D-free meets 3D priors: Novel View Synthesis from a Single Image with Pretrained Diffusion Guidance [[PDF](https://openreview.net/attachment?id=VLuJL8cnGk&name=pdf)]
- DM-Tune: Quantizing Diffusion Models with Mixture-of-Gaussian Guided Noise Tuning [[PDF](https://openreview.net/attachment?id=m8ERGrOf1f&name=pdf)]
- Leveraging Natural Frequency Deviation for Diffusion-Generated Image Detection [[PDF](https://openreview.net/attachment?id=fPBExgC1m9&name=pdf)]
- Infinite-Resolution Integral Noise Warping for Diffusion Models [[PDF](https://openreview.net/attachment?id=Y6LPWBo2HP&name=pdf)]
- MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion [[PDF](https://openreview.net/attachment?id=bW9fGYo44s&name=pdf)]
- On Inductive Biases That Enable Generalization in Diffusion Transformers [[PDF](https://openreview.net/attachment?id=lWGXftRS5h&name=pdf)]
- Efficient Diffusion Posterior Sampling for Dose Reduced CT Reconstruction [[PDF](https://openreview.net/attachment?id=aZVRFIDhYL&name=pdf)]
- Conditional Diffusion Models are Minimax-Optimal and Manifold-Adaptive for Conditional Distribution Estimation [[PDF](https://openreview.net/attachment?id=NltQraRnbW&name=pdf)]
- Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model [[PDF](https://openreview.net/attachment?id=m9RNBZewW2&name=pdf)]
- Dynamic Diffusion Transformer [[PDF](https://openreview.net/attachment?id=taHwqSrbrb&name=pdf)]
- Domain Guidance: A Simple Transfer Approach for a Pre-trained Diffusion Model [[PDF](https://openreview.net/attachment?id=PplM2kDrl3&name=pdf)]
- Geometry Image Diffusion: Fast and Data-Efficient Text-to-3D with Image-Based Surface Representation [[PDF](https://openreview.net/attachment?id=Glm7Kj47nN&name=pdf)]
- Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation [[PDF](https://openreview.net/attachment?id=EbWf36quzd&name=pdf)]
- Uncertainty-aware Guided Diffusion for Missing Data in Sequential Recommendation [[PDF](https://openreview.net/attachment?id=w2HL7yuWE2&name=pdf)]
- DISCO: Efficient Diffusion Solver for Large-Scale Combinatorial Optimization Problems [[PDF](https://openreview.net/attachment?id=6JDpWJrjyK&name=pdf)]
- Diffusion Models as Cartoonists! The Curious Case of High Density Regions [[PDF](https://openreview.net/attachment?id=RiS2cxpENN&name=pdf)]
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- Mitigating Unobserved Confounding via Diffusion Probabilistic Models [[PDF](https://openreview.net/attachment?id=oos6KyAUsW&name=pdf)]
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- Scaling In-the-Wild Training for Diffusion-based Illumination Harmonization and Editing by Imposing Consistent Light Transport [[PDF](https://openreview.net/attachment?id=u1cQYxRI1H&name=pdf)]
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- A Simple Approach to Unifying Diffusion-based Conditional Generation [[PDF](https://openreview.net/attachment?id=tAGmxz1TUi&name=pdf)]
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- Shape Assembly via Equivariant Diffusion [[PDF](https://openreview.net/attachment?id=2v405jBQ5X&name=pdf)]
- SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers [[PDF](https://openreview.net/attachment?id=N8Oj1XhtYZ&name=pdf)]
- Distribution-Aware Diffusion Model Quantization via Distortion Minimization [[PDF](https://openreview.net/attachment?id=5bdcDl6mC7&name=pdf)]
- d-Linear Generation Error Bound for Distributed Diffusion Models [[PDF](https://openreview.net/attachment?id=f3hIphjjY8&name=pdf)]
- PCDM: PERCEPTUAL CONSISTENCY IN DIFFUSION MODELS FOR NO-REFERENCE IMAGE QUALITY ASSESSMENT [[PDF](https://openreview.net/attachment?id=sHbE7PplDG&name=pdf)]
- SparseDM: Toward Sparse Efficient Diffusion Models [[PDF](https://openreview.net/attachment?id=3kADTLbKmm&name=pdf)]
- Task-agnostic Pre-training and Task-guided Fine-tuning for Versatile Diffusion Planner [[PDF](https://openreview.net/attachment?id=fcJKzwlwcs&name=pdf)]
- G2D2: Gradient-guided Discrete Diffusion for image inverse problem solving [[PDF](https://openreview.net/attachment?id=mZfBRjMWq0&name=pdf)]
- Adaptive Caching for Faster Video Generation with Diffusion Transformers [[PDF](https://openreview.net/attachment?id=DyyLUUVXJ5&name=pdf)]
- WaveDiffusion: Exploring Full Waveform Inversion via Joint Diffusion in the Latent Space [[PDF](https://openreview.net/attachment?id=0nJt9aVGtl&name=pdf)]
- TANGO: Co-Speech Gesture Video Reenactment with Hierarchical Audio Motion Embedding and Diffusion Interpolation [[PDF](https://openreview.net/attachment?id=LbEWwJOufy&name=pdf)]
- Noise Prompt Learning: Learning the Winning Tickets for Diffusion Sampling [[PDF](https://openreview.net/attachment?id=qIJenSdGbW&name=pdf)]
- DGQ: Distribution-Aware Group Quantization for Text-to-Image Diffusion Models [[PDF](https://openreview.net/attachment?id=ZyNEr7Xw5L&name=pdf)]
- DiffSign: A Different Approach to Continuous Sign Language Recognition with Diffusion Model [[PDF](https://openreview.net/attachment?id=GPfEMmgspR&name=pdf)]
- TabWak: A Watermark for Tabular Diffusion Models [[PDF](https://openreview.net/attachment?id=71pur4y8gs&name=pdf)]
- Simple and Controllable Uniform Discrete Diffusion Language Models [[PDF](https://openreview.net/attachment?id=i5MrJ6g5G1&name=pdf)]
- Frequency-Conditioned Diffusion Models for Time Series Generation [[PDF](https://openreview.net/attachment?id=aIJTNrF2Sg&name=pdf)]
- Inverse Engineering Diffusion: Deriving Variance Schedules with Rationale [[PDF](https://openreview.net/attachment?id=KR9zrisXDZ&name=pdf)]
- Incorporating Visual Correspondence into Diffusion Model for Visual Try-On [[PDF](https://openreview.net/attachment?id=XXzOzJRyOZ&name=pdf)]
- TD-Paint: Faster Diffusion Inpainting Through Time Aware Pixel Conditioning [[PDF](https://openreview.net/attachment?id=erWwBoR59l&name=pdf)]
- Debiasing Text-to-image Diffusion Models with Self-discovering Latent Directions [[PDF](https://openreview.net/attachment?id=RhkI1cba7n&name=pdf)]
- Cohesion: Coherence-Based Diffusion for Long-Range Dynamics Forecasting [[PDF](https://openreview.net/attachment?id=5bDBahNmmH&name=pdf)]
- FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model [[PDF](https://openreview.net/attachment?id=7eoN0PpKtc&name=pdf)]
- RAPID: Retrieval Augmented Training of Differentially Private Diffusion Models [[PDF](https://openreview.net/attachment?id=txZVQRc2ab&name=pdf)]
- GDrag:Towards General-Purpose Interactive Editing with Anti-ambiguity Point Diffusion [[PDF](https://openreview.net/attachment?id=8G3FyfHIko&name=pdf)]
- Feature-guided score diffusion for sampling conditional densities [[PDF](https://openreview.net/attachment?id=kwY3eL3QVh&name=pdf)]
- Diff-PIC: Revolutionizing Particle-In-Cell Nuclear Fusion Simulation with Diffusion Models [[PDF](https://openreview.net/attachment?id=c9z65sDx6M&name=pdf)]
- Towards Generalization under Topological Shifts: A Diffusion PDE Perspective [[PDF](https://openreview.net/attachment?id=mFiGAbvmYS&name=pdf)]
- LaGeM: A Large Geometry Model for 3D Representation Learning and Diffusion [[PDF](https://openreview.net/attachment?id=72OSO38a2z&name=pdf)]
- Hybrid Regularization Improves Diffusion-based Inverse Problem Solving [[PDF](https://openreview.net/attachment?id=d7pr2doXn3&name=pdf)]
- A Tailored Framework for Aligning Diffusion Models with Human Preference [[PDF](https://openreview.net/attachment?id=9LZna4ryFH&name=pdf)]
- Diffusion-based Decoupled Deterministic and Uncertain Framework for Probabilistic Multivariate Time Series Forecasting [[PDF](https://openreview.net/attachment?id=HdUkF1Qk7g&name=pdf)]
- Compositional Generative Inference Using Diffusion-based Optimization [[PDF](https://openreview.net/attachment?id=e0YazAdpzD&name=pdf)]
- Supervised and Semi-Supervised Diffusion Maps with Label-Driven Diffusion [[PDF](https://openreview.net/attachment?id=G3B5ReApDw&name=pdf)]
- Diversity-Enhanced and Classification-Aware Prompt Learning for Few-Shot Learning via Stable Diffusion [[PDF](https://openreview.net/attachment?id=PulKaNibeQ&name=pdf)]
- Eliminating Oversaturation and Artifacts of High Guidance Scales in Diffusion Models [[PDF](https://openreview.net/attachment?id=e2ONKX6qzJ&name=pdf)]
- SatDiffMoE: A Mixture of Estimation Method for Satellite Image Super-resolution with Latent Diffusion Models [[PDF](https://openreview.net/attachment?id=BDf1IBIuFx&name=pdf)]
- Relation-Aware Diffusion for Heterogeneous Graphs with Partially Observed Features [[PDF](https://openreview.net/attachment?id=TPYwwqF0bv&name=pdf)]
- Diffusion Models Are Real-Time Game Engines [[PDF](https://openreview.net/attachment?id=P8pqeEkn1H&name=pdf)]
- X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models [[PDF](https://openreview.net/attachment?id=urf8a5G59f&name=pdf)]
- Improved Noise Schedule for Diffusion Training [[PDF](https://openreview.net/attachment?id=j3U6CJLhqw&name=pdf)]
- Diffusion-NPO: Negative Preference Optimization for Better Preference Aligned Generation of Diffusion Models [[PDF](https://openreview.net/attachment?id=iJi7nz5Cxc&name=pdf)]
- Theory on Score-Mismatched Diffusion Models and Zero-Shot Conditional Samplers [[PDF](https://openreview.net/attachment?id=nWT6LxbuGi&name=pdf)]
- A3D: Does Diffusion Dream about 3D Alignment? [[PDF](https://openreview.net/attachment?id=QQCIfkhGIq&name=pdf)]
- Generalizable Origin Identification for Text-Guided Image-to-Image Diffusion Models [[PDF](https://openreview.net/attachment?id=daRu82GAoZ&name=pdf)]
- ACDC: Autoregressive Coherent Multimodal Generation using Diffusion Correction [[PDF](https://openreview.net/attachment?id=Zp51wHvoot&name=pdf)]
- Multi-Scale Image Diffusion Transformers: Explainability Leads to Faster Training [[PDF](https://openreview.net/attachment?id=leBbjaUxut&name=pdf)]
- VARIATIONAL DIFFUSION CHANNEL DECODING: A ULTRA-LOW-COST NEURAL CHANNEL DECODER [[PDF](https://openreview.net/attachment?id=YHDY5uXOSN&name=pdf)]
- DiNO-Diffusion: Scaling Medical Diffusion Models via Self-Supervised Pre-Training [[PDF](https://openreview.net/attachment?id=zkn2tvtt8J&name=pdf)]
- Diffusion Attacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak [[PDF](https://openreview.net/attachment?id=u08UxVNdIo&name=pdf)]
- Ensembling Diffusion Models via Adaptive Feature Aggregation [[PDF](https://openreview.net/attachment?id=e32cI4r8Eo&name=pdf)]
- Build-A-Scene: Interactive 3D Layout Control for Diffusion-Based Image Generation [[PDF](https://openreview.net/attachment?id=gg6dPtdC1C&name=pdf)]
- Write More at Once: Stylized Chinese Handwriting Generation via Two-stage Diffusion [[PDF](https://openreview.net/attachment?id=VdDtRu7RTf&name=pdf)]
- HERO: Harnessing Temporal Modeling for Diffusion-Based Video Outpainting [[PDF](https://openreview.net/attachment?id=I0HfqpSH8f&name=pdf)]
- ViBiDSampler: Enhancing Video Interpolation Using Bidirectional Diffusion Sampler [[PDF](https://openreview.net/attachment?id=nNYA7tcJSE&name=pdf)]
- Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization [[PDF](https://openreview.net/attachment?id=fXnE4gB64o&name=pdf)]
- RAGDP: Retrieve-Augmented Generative Diffusion Policy [[PDF](https://openreview.net/attachment?id=op1uHGKeux&name=pdf)]
- End-to-end Learning of Gaussian Mixture Priors for Diffusion Sampler [[PDF](https://openreview.net/attachment?id=iXbUquaWbl&name=pdf)]
- Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation [[PDF](https://openreview.net/attachment?id=2ySt3cdGfJ&name=pdf)]
- Pixel-Aware Accelerated Reverse Diffusion Modeling [[PDF](https://openreview.net/attachment?id=W4djmqKZC6&name=pdf)]
- GeoGS3D: Single-view 3D Reconstruction via Geometric-aware Diffusion Model and Gaussian Splatting [[PDF](https://openreview.net/attachment?id=I86z54CL2y&name=pdf)]
- Low Variance: A Bottleneck in Diffusion-Based Graph Imputation [[PDF](https://openreview.net/attachment?id=4dhTYe5pjD&name=pdf)]
- EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing [[PDF](https://openreview.net/attachment?id=Y2Dh8rWwlb&name=pdf)]
- Diffusion-based Extreme Image Compression with Compressed Feature Initialization [[PDF](https://openreview.net/attachment?id=0TSAIUCwpp&name=pdf)]
- Diffusion priors for Bayesian 3D reconstruction from incomplete measurements [[PDF](https://openreview.net/attachment?id=JZgqoOu4Ml&name=pdf)]
- GeNIe: Generative Hard Negative Images Through Diffusion [[PDF](https://openreview.net/attachment?id=dd0rUW29tQ&name=pdf)]
- DART: A Diffusion-Based Autoregressive Motion Model for Real-Time Text-Driven Motion Control [[PDF](https://openreview.net/attachment?id=XNA3Mnnbvb&name=pdf)]
- Text2PDE: Latent Diffusion Models for Accessible Physics Simulation [[PDF](https://openreview.net/attachment?id=Nb3a8aUGfj&name=pdf)]
- Retrieval Augmented Diffusion Model for Structure-informed Antibody Design and Optimization [[PDF](https://openreview.net/attachment?id=a6U41REOa5&name=pdf)]
- Training-free Long Video Generation with Chain of Diffusion Model Experts [[PDF](https://openreview.net/attachment?id=3hc2ESNU6n&name=pdf)]
- Riemannian denoising diffusion probabilistic models [[PDF](https://openreview.net/attachment?id=ZwO2I8gS5O&name=pdf)]
- The Inductive Bias of Minimum-Norm Shallow Diffusion Models That Perfectly Fit the Data [[PDF](https://openreview.net/attachment?id=kBLnxjuKd3&name=pdf)]
- Robust Watermarking for Diffusion Models: A Unified Multi-Dimensional Recipe [[PDF](https://openreview.net/attachment?id=O13fIFEB81&name=pdf)]
- Neural Approximate Mirror Maps for Constrained Diffusion Models [[PDF](https://openreview.net/attachment?id=vgZDcUetWS&name=pdf)]
- Improving Denoising Diffusion with Efficient Conditional Entropy Reduction [[PDF](https://openreview.net/attachment?id=OT2NFdNrny&name=pdf)]
- VideoDiT: Bridging Image Diffusion Transformers for Streamlined Video Generation [[PDF](https://openreview.net/attachment?id=lvgsPjRtLM&name=pdf)]
- Anomaly Detection through Conditional Diffusion Probability Modeling on Graphs [[PDF](https://openreview.net/attachment?id=saRBktzh3q&name=pdf)]
- Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception [[PDF](https://openreview.net/attachment?id=rMOhA1JNPo&name=pdf)]
- Adaptive Source Localization on Complex Networks via Conditional Diffusion Model [[PDF](https://openreview.net/attachment?id=v0O9FrVTt1&name=pdf)]
- ConsisSR: Delving Deep into Consistency in Diffusion-based Image Super-Resolution [[PDF](https://openreview.net/attachment?id=Zb2Ukmte7A&name=pdf)]
- Statistical Test on Diffusion Model-based Anomaly Detection by Selective Inference [[PDF](https://openreview.net/attachment?id=WrdLgVY5ZH&name=pdf)]
- Energy-Based Diffusion Language Models for Text Generation [[PDF](https://openreview.net/attachment?id=sL2F9YCMXf&name=pdf)]
- VIPaint: Image Inpainting with Pre-Trained Diffusion Models via Variational Inference [[PDF](https://openreview.net/attachment?id=dAavOuxZvo&name=pdf)]
- Latent Diffusion Planning for Imitation Learning [[PDF](https://openreview.net/attachment?id=k1qVBh5fnb&name=pdf)]
- Uncertainty-Regularized Diffusional Subgoals for Hierarchical Reinforcement Learning [[PDF](https://openreview.net/attachment?id=JNsac6zbg2&name=pdf)]
- Losing dimensions: Geometric memorization in generative diffusion [[PDF](https://openreview.net/attachment?id=TmAmuMXkFc&name=pdf)]
- Task-Oriented Diffusion Inversion for High-Fidelity Text-based Editing [[PDF](https://openreview.net/attachment?id=UF6CEzAVVr&name=pdf)]
- CADO: Cost-Aware Diffusion Models for Combinatorial Optimization via RL Fine-tuning [[PDF](https://openreview.net/attachment?id=pbDqZBn2X2&name=pdf)]
- DC3DO: Diffusion Classifier for 3D Objects [[PDF](https://openreview.net/attachment?id=MqvQUP7ZuZ&name=pdf)]
- Improved Convergence Rate for Diffusion Probabilistic Models [[PDF](https://openreview.net/attachment?id=SOd07Qxkw4&name=pdf)]
- Unstable Unlearning: The Hidden Risk of Concept Resurgence in Diffusion Models [[PDF](https://openreview.net/attachment?id=0OB3RVmTXE&name=pdf)]
- Differentiable Solver Search for fast diffusion sampling [[PDF](https://openreview.net/attachment?id=FB84Wkn3Xp&name=pdf)]
- CubeDiff: Repurposing Diffusion-Based Image Models for Panorama Generation [[PDF](https://openreview.net/attachment?id=M2SsqpxGtc&name=pdf)]
- Solving Inverse Problems in Protein Space Using Diffusion-Based Priors [[PDF](https://openreview.net/attachment?id=UYZRaUCLAg&name=pdf)]
- Enhancing Human Body Generation in Diffusion Models with Dual-Level Prior Knowledge [[PDF](https://openreview.net/attachment?id=qC3pfTGOxz&name=pdf)]
- GUD: Generation with Unified Diffusion [[PDF](https://openreview.net/attachment?id=zn0eqMtsrw&name=pdf)]
- Offline-to-Online Reinforcement Learning with Classifier-Free Diffusion Generation [[PDF](https://openreview.net/attachment?id=cXxfVkRCHJ&name=pdf)]
- DOME: Taming Diffusion Model into High-Fidelity Controllable Occupancy World Model [[PDF](https://openreview.net/attachment?id=nlpCeFsSYJ&name=pdf)]
- DDIL: Improved Diffusion Distillation with Imitation Learning [[PDF](https://openreview.net/attachment?id=hGKuATIGhr&name=pdf)]
- Structure-Preserving Text-Based Editing for Few-Step Diffusion Models [[PDF](https://openreview.net/attachment?id=FZaw83yo76&name=pdf)]
- Controlled Denoising For Diffusion Models [[PDF](https://openreview.net/attachment?id=MBDH5zyxHM&name=pdf)]
- Code diffusion models are continuous human noise operators [[PDF](https://openreview.net/attachment?id=aOAgMiOXU2&name=pdf)]
- Physics-aligned field reconstruction with diffusion bridge [[PDF](https://openreview.net/attachment?id=D042vFwJAM&name=pdf)]
- SAT-LDM: Provably Generalizable Image Watermarking for Latent Diffusion Models with Self-Augmented Training [[PDF](https://openreview.net/attachment?id=ETFfXGM3e4&name=pdf)]
- Learning Distributions of Complex Fluid Simulations with Diffusion Graph Networks [[PDF](https://openreview.net/attachment?id=uKZdlihDDn&name=pdf)]
- Variational Diffusion Posterior Sampling with Midpoint Guidance [[PDF](https://openreview.net/attachment?id=6EUtjXAvmj&name=pdf)]
- BrainACTIV: Identifying visuo-semantic properties driving cortical selectivity using diffusion-based image manipulation [[PDF](https://openreview.net/attachment?id=CGON8Btleu&name=pdf)]
- Unlocking Point Processes through Point Set Diffusion [[PDF](https://openreview.net/attachment?id=4anfpHj0wf&name=pdf)]
- Convergence of Score-Based Discrete Diffusion Models: A Discrete-Time Analysis [[PDF](https://openreview.net/attachment?id=pq1WUegkza&name=pdf)]
- Does Diffusion Beat GAN in Image Super Resolution? [[PDF](https://openreview.net/attachment?id=46mbA3vu25&name=pdf)]
- Interpolating Autoregressive and Discrete Denoising Diffusion Language Models [[PDF](https://openreview.net/attachment?id=tyEyYT267x&name=pdf)]
- Structured Diffusion Models with Mixture of Gaussians as Prior Distribution [[PDF](https://openreview.net/attachment?id=ZqM9mZkrRB&name=pdf)]
- Data-Centric Graph Condensation via Diffusion Trajectory Matching [[PDF](https://openreview.net/attachment?id=XWK2o2cJ3W&name=pdf)]
- Fast Diversity-Preserving Reward Finetuning of Diffusion Models via Nabla-GFlowNets [[PDF](https://openreview.net/attachment?id=Aye5wL6TCn&name=pdf)]
- Stable Signature is Unstable: Removing Image Watermark from Diffusion Models [[PDF](https://openreview.net/attachment?id=zqo2eKjSWH&name=pdf)]
- Continuous Diffusion for Mixed-Type Tabular Data [[PDF](https://openreview.net/attachment?id=QPtoBPn4lZ&name=pdf)]
- APCtrl: Adding Conditional Control to Diffusion Models by Alternative Projection [[PDF](https://openreview.net/attachment?id=yPxhj1FKhG&name=pdf)]
- Preserving the Unique Heritage of Chinese Ancient Architecture in Diffusion Models with Text and Image Integration [[PDF](https://openreview.net/attachment?id=RsmIgTLt9e&name=pdf)]
- Bias Mitigation in Graph Diffusion Models [[PDF](https://openreview.net/attachment?id=CSj72Rr2PB&name=pdf)]
- Unveiling Concept Attribution in Diffusion Models [[PDF](https://openreview.net/attachment?id=kdriw2a8sl&name=pdf)]
- Diffusion Preference Alignment via Relative Text-Image Contrast [[PDF](https://openreview.net/attachment?id=rH6IZIXqZG&name=pdf)]
- Scalable Discrete Diffusion Samplers: Combinatorial Optimization and Statistical Physics [[PDF](https://openreview.net/attachment?id=peNgxpbdxB&name=pdf)]
- Conditional Trajectories in Diffusion Models - Modeling Galaxy Evolution from Redshift [[PDF](https://openreview.net/attachment?id=gJ48psisby&name=pdf)]
- The Superposition of Diffusion Models [[PDF](https://openreview.net/attachment?id=2o58Mbqkd2&name=pdf)]
- Physics-Informed Self-Guided Diffusion Model for High-Fidelity Simulations [[PDF](https://openreview.net/attachment?id=EaiU4F5pwn&name=pdf)]
- BetterBodies: Reinforcement Learning guided Diffusion for Antibody Sequence Design [[PDF](https://openreview.net/attachment?id=eluQFbNeuH&name=pdf)]
- Constrained Diffusion Implicit Models [[PDF](https://openreview.net/attachment?id=8xStV6KJEr&name=pdf)]
- Broadening Target Distributions for Accelerated Diffusion Models via a Novel Analysis Approach [[PDF](https://openreview.net/attachment?id=reZKq6hjOZ&name=pdf)]
- Bellman Diffusion: Generative Modeling as Learning a Linear Operator in the Distribution Space [[PDF](https://openreview.net/attachment?id=kIqA447T5c&name=pdf)]
- QuaDiM: A Conditional Diffusion Model For Quantum State Property Estimation [[PDF](https://openreview.net/attachment?id=P7f55HQtV8&name=pdf)]
- CLoSD: Closing the Loop between Simulation and Diffusion for multi-task character control [[PDF](https://openreview.net/attachment?id=pZISppZSTv&name=pdf)]
- GaussianAnything: Interactive Point Cloud Latent Diffusion for 3D Generation [[PDF](https://openreview.net/attachment?id=P4DbTSDQFu&name=pdf)]
- Positive-Unlabeled Diffusion Models for Preventing Sensitive Data Generation [[PDF](https://openreview.net/attachment?id=jKcZ4hF4s5&name=pdf)]
- Direct Distributional Optimization for Provable Alignment of Diffusion Models [[PDF](https://openreview.net/attachment?id=Nvw2szDdmI&name=pdf)]
- Ensemble Kalman Diffusion Guidance: A Derivative-free Method for Inverse Problems [[PDF](https://openreview.net/attachment?id=ykt6I21YQZ&name=pdf)]
- Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model [[PDF](https://openreview.net/attachment?id=kxFtMHItrf&name=pdf)]
- Co3Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion [[PDF](https://openreview.net/attachment?id=VaowElpVzd&name=pdf)]
- Avoiding mode collapse in diffusion models fine-tuned with reinforcement learning [[PDF](https://openreview.net/attachment?id=fXkoROek1M&name=pdf)]
- Video Diffusion Models Learn the Structure of the Dynamic World [[PDF](https://openreview.net/attachment?id=SIZhZrU41O&name=pdf)]
- Sampling from Energy-based Policies using Diffusion [[PDF](https://openreview.net/attachment?id=CKqiQosLKc&name=pdf)]
- Accelerate Quantization Aware Training for Diffusion Models with Difficulty-aware Time Allocation [[PDF](https://openreview.net/attachment?id=XQQMKhGBoY&name=pdf)]
- Beyond Transformations: Augmenting Anything for Image Super-Resolution via Diffusion Model [[PDF](https://openreview.net/attachment?id=JmGEZXkCH3&name=pdf)]
- VideoGuide: Improving Video Diffusion Models without Training Through a Teacher's Guide [[PDF](https://openreview.net/attachment?id=VmR3QvfLxt&name=pdf)]
- InverseBench: Benchmarking Plug-and-Play Diffusion Models for Scientific Inverse Problems [[PDF](https://openreview.net/attachment?id=U3PBITXNG6&name=pdf)]
- HarmoniCa: Harmonizing Training and Inference for Better Feature Cache in Diffusion Transformer Acceleration [[PDF](https://openreview.net/attachment?id=YD6xlDstbz&name=pdf)]
- Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data [[PDF](https://openreview.net/attachment?id=sMyXP8Tanm&name=pdf)]
- DoF: A Diffusion Factorization Framework for Offline Multi-Agent Decision Making [[PDF](https://openreview.net/attachment?id=OTFKVkxSlL&name=pdf)]
- Beyond Isolated Words: Diffusion Brush for Handwritten Text-Line Generation [[PDF](https://openreview.net/attachment?id=9fvnZRCGra&name=pdf)]
- SuperMark: Robust and Training-free Image Watermarking via Diffusion-based Super-Resolution [[PDF](https://openreview.net/attachment?id=T0ebbDO60R&name=pdf)]
- Sequential Controlled Langevin Diffusions [[PDF](https://openreview.net/attachment?id=dImD2sgy86&name=pdf)]
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- ET-SEED: EFFICIENT TRAJECTORY-LEVEL SE(3) EQUIVARIANT DIFFUSION POLICY [[PDF](https://openreview.net/attachment?id=OheAR2xrtb&name=pdf)]
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- DiffImp: Efficient Diffusion Model for Probabilistic Time Series Imputation with Bidirectional Mamba Backbone [[PDF](https://openreview.net/attachment?id=j1OucVFZMJ&name=pdf)]
- Efficient Perplexity Bound and Ratio Matching in Discrete Diffusion Language Models [[PDF](https://openreview.net/attachment?id=Mri9WIfxSm&name=pdf)]
- STDM: Spatio-Temporal Diffusion Models for Time Series Analysis [[PDF](https://openreview.net/attachment?id=2orBSi7pvi&name=pdf)]
- Multi-Task Dense Predictions via Unleashing the Power of Diffusion [[PDF](https://openreview.net/attachment?id=TzdTRC85SQ&name=pdf)]
- TopoDiffusionNet: A Topology-aware Diffusion Model [[PDF](https://openreview.net/attachment?id=ZK1LoTo10R&name=pdf)]
- DiffBody: Human Body Restoration by Imagining with Generative Diffusion Prior [[PDF](https://openreview.net/attachment?id=R8t9Q3jmCQ&name=pdf)]
- SoundMorpher: Perceptually-Uniform Sound Morphing with Diffusion Model [[PDF](https://openreview.net/attachment?id=h3n7al4mhk&name=pdf)]
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- Aggregation of Multi Diffusion Models for Enhancing Learned Representations [[PDF](https://openreview.net/attachment?id=xNaPs8bdLa&name=pdf)]
- Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning [[PDF](https://openreview.net/attachment?id=yMHe9SRvxk&name=pdf)]
- SeaDAG: Semi-autoregressive Diffusion for Conditional Directed Acyclic Graph Generation [[PDF](https://openreview.net/attachment?id=XgCejjNNYX&name=pdf)]
- Camera Pose Estimation Emerging In Video Diffusion Transformer [[PDF](https://openreview.net/attachment?id=lgf2LW7fOJ&name=pdf)]
- UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models [[PDF](https://openreview.net/attachment?id=uJqKf24HGN&name=pdf)]
- Diffusion-Based Offline RL for Improved Decision-Making in Augmented Single ARC Task [[PDF](https://openreview.net/attachment?id=VR9RS7tZGG&name=pdf)]
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- Multi-Student Diffusion Distillation for Better One-Step Generators [[PDF](https://openreview.net/attachment?id=9SvRqu21m7&name=pdf)]
- Blending Concepts in Text-to-Image Diffusion Models using the Black Scholes Algorithm [[PDF](https://openreview.net/attachment?id=NDMLjEJoLb&name=pdf)]
- Diffusion SigFormer for Interference Time-series Signal Recognition [[PDF](https://openreview.net/attachment?id=LqB8cRuBua&name=pdf)]
- Efficient Diffusion Models for Symmetric Manifolds [[PDF](https://openreview.net/attachment?id=GLKig15TWJ&name=pdf)]
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