Projects in Awesome Lists tagged with controllable-generation
A curated list of projects in awesome lists tagged with controllable-generation .
https://github.com/yang-song/score_sde_pytorch
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
controllable-generation diffusion-models generative-models iclr-2021 inverse-problems pytorch score-based-generative-modeling score-matching stochastic-differential-equations
Last synced: 15 May 2025
https://github.com/ttengwang/caption-anything
Caption-Anything is a versatile tool combining image segmentation, visual captioning, and ChatGPT, generating tailored captions with diverse controls for user preferences. https://huggingface.co/spaces/TencentARC/Caption-Anything https://huggingface.co/spaces/VIPLab/Caption-Anything
chatgpt controllable-generation controllable-image-captioning image-captioning segment-anything
Last synced: 15 May 2025
https://github.com/ttengwang/Caption-Anything
Caption-Anything is a versatile tool combining image segmentation, visual captioning, and ChatGPT, generating tailored captions with diverse controls for user preferences. https://huggingface.co/spaces/TencentARC/Caption-Anything https://huggingface.co/spaces/VIPLab/Caption-Anything
chatgpt controllable-generation controllable-image-captioning image-captioning segment-anything
Last synced: 12 Mar 2025
https://github.com/yang-song/score_sde
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
controllable-generation diffusion-models flax generative-models iclr-2021 inverse-problems jax score-based-generative-modeling score-matching stochastic-differential-equations
Last synced: 16 May 2025
https://github.com/ermongroup/sdedit
PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations
controllable-generation image-editing image-generation image-manipulation pytorch score-matching
Last synced: 16 May 2025
https://github.com/ermongroup/SDEdit
PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations
controllable-generation image-editing image-generation image-manipulation pytorch score-matching
Last synced: 28 Mar 2025
https://github.com/MyNiuuu/MOFA-Video
[ECCV 2024] MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model.
aigc controllable-generation diffusion-models eccv2024 generative-ai generative-models image2video video-diffusion-model
Last synced: 28 Mar 2025
https://github.com/open-mmlab/styleshot
StyleShot: A SnapShot on Any Style. 一款可以迁移任意风格到任意内容的模型，无需针对图片微调，即能生成高质量的个性风格化图片!
controllable-generation style-transfer text-to-image
Last synced: 16 May 2025
https://github.com/kpandey008/DiffuseVAE
Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"
controllable-generation ddpm diffusion-models generative-model latent-variable-models vae
Last synced: 03 Apr 2025
https://github.com/skyworkai/skyreels-a2
SkyReels-A2: Compose anything in video diffusion transformers
controllable-generation image2video video-diffusion-transformers
Last synced: 05 May 2025
https://github.com/open-mmlab/anycontrol
[ECCV 2024] AnyControl, a multi-control image synthesis model that supports any combination of user provided control signals. 一个支持用户自由输入控制信号的图像生成模型，能够根据多种控制生成自然和谐的结果！
controllable-generation multi-control text-to-image
Last synced: 07 Oct 2025
https://github.com/imkett/ctg-latentaes
[Paperlist] Awesome paper list of controllable text generation via latent auto-encoders. Contributions of any kind are welcome.
autoencoders controllable-generation generative-model latent-variable-models natural-language-processing paperlist representation-learning text-generation vae variational-autoencoder
Last synced: 04 Jan 2026
https://github.com/imkett/adavae
[Preprint] AdaVAE: Exploring Adaptive GPT-2s in VAEs for Language Modeling PyTorch Implementation
controllable-generation gpt-2 nlp parameter-efficient-tuning representation-learning text-classification text-generation vae variational-autoencoder
Last synced: 13 Apr 2025
https://github.com/imkett/pcae
[KBS] PCAE: A Framework of Plug-in Conditional Auto-Encoder for Controllable Text Generation PyTorch Implementation
bart controllable-generation deep-learning nlp plug-and-play-language-models text-generation variational-autoencoder
Last synced: 13 Apr 2025
https://github.com/yuanze-lin/illumicraft
[NeurIPS 2025] The official code for "IllumiCraft: Unified Geometry and Illumination Diffusion for Controllable Video Generation"
aigc controllable-ai controllable-generation diffusion-models diffusion-transformer video-generation
Last synced: 25 Feb 2026
https://github.com/ha-lins/dtg-si
Code for "Data-to-text Generation with Style Imitation." [Findings of EMNLP 2020]
controllable-generation emnlp2020 text-generation text-style-transfer
Last synced: 04 Mar 2026
https://github.com/justin900429/autonomous_driving_with_diffusion_model
Using diffusion model to reach controllable end-to-end driving with Carla simulation environment.
autonomous-driving carla-simulator controllable-generation deep-learning diffusion-model end-to-end-driving pytorch
Last synced: 11 Apr 2025
https://github.com/xduzhangjiayu/ditraj
Official implementation for "DiTraj: Training-free Trajectory Control For Video Diffusion Transformer"
aigc controllable-generation deep-learning diffusion-models machine-learning stable-diffusion training-free transformer video-generation
Last synced: 02 Nov 2025
https://github.com/chao1224/graphcg
Unsupervised Discovery of Steerable Factors When Graph Deep Generative Models Are Entangled, TMLR 2024
contrastive-learning controllable-generation editing function-group-editing graph lead-optimization molecular-graph molecule point-clouds shape-editing
Last synced: 15 Apr 2025
https://tele-ai.github.io/OmniVDiff/
Omni Controllable Video Diffusion
controllable-generation diffusion-models
Last synced: 29 Apr 2025
