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"diffusion-models" Awesome Lists

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

artificial-intelligence diffusion-models generative-model machine-learning score-based score-matching

10,989 stars
943 forks
2,974 projects

Last updated: 29 Oct 2024

awesome-speech-recognition-speech-synthesis-papers

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

acoustic-model attention-mechanism automatic-speech-recognition cnn diffusion-models dnn language-model neural-network papers recognition-synthesis

2,885 stars
506 forks
323 projects

Last updated: 21 May 2024

Awesome-Video-Diffusion

A curated list of recent diffusion models for video generation, editing, restoration, understanding, etc.

awesome diffusion-models text-to-motion text-to-video video-editing video-generation video-restoration video-understanding

2,554 stars
155 forks
2,039 projects

Last updated: 22 May 2024

Awesome-Diffusion-Models-in-Medical-Imaging

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

ddpm deep-learning denoising diffusion diffusion-models generation generative-models machine-learning medical-imaging ncsn

1,656 stars
154 forks
414 projects

Last updated: 28 Jan 2025

awesome-diffusion-categorized

collection of diffusion model papers categorized by their subareas

continual-learning controlnet detection diffusion diffusion-model diffusion-models few-shot image-edit inpainting inversion

1,232 stars
62 forks
3,956 projects

Last updated: 29 Oct 2024

Awesome-Video-Diffusion-Models

[Arxiv] A Survey on Video Diffusion Models

awesome awesome-list diffusion diffusion-models survey text-to-video video video-diffusion video-diffusion-model video-editing

1,229 stars
61 forks
361 projects

Last updated: 15 Apr 2024

Awesome-Controllable-T2I-Diffusion-Models

A collection of resources on controllable generation with text-to-image diffusion models.

awesome awesome-list controllable-generation diffusion-models multi-concept personalization spatial-controls text-to-image

683 stars
19 forks
314 projects

Last updated: 28 May 2024

awesome-robotics-3d

A curated list of 3D Vision papers relating to Robotics domain in the era of large models i.e. LLMs/VLMs, inspired by awesome-computer-vision, including papers, codes, and related websites

3d benchmarks computer-vision diffusion-models foundation-models gaussian-splatting grasping llm manipulation navigation

624 stars
32 forks
106 projects

Last updated: 30 Jan 2025

awesome-diffusion-model-in-rl

A curated list of Diffusion Model in RL resources (continually updated)

deep-reinforcement-learning diffusion-model diffusion-models reinfocement-learning

588 stars
33 forks
125 projects

Last updated: 22 May 2024

Awesome-Controllable-Diffusion

Papers and resources on Controllable Generation using Diffusion Models, including ControlNet, DreamBooth, T2I-Adapter, IP-Adapter.

consistency-models controlnet customization dall-e deep-generative-model diffusion-models dreambooth generative-ai generative-art image-synthesis

324 stars
19 forks
143 projects

Last updated: 16 Aug 2024

awesome-conditional-content-generation

Update-to-data resources for conditional content generation, including human motion generation, image or video generation and editing.

aigc awesome-list conditional-generation controllable-generation cross-modality diffusion-models

220 stars
22 forks
163 projects

Last updated: 19 May 2024

awesome-efficient-llm-diffusion

A list of papers, docs, codes about efficient AIGC. This repo is aimed to provide the info for efficient AIGC research, including language and vision, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

aigc awesome diffusion-models distillation efficient-deep-learning generative-model large-language-models llm model-compression model-quantization

150 stars
12 forks
266 projects

Last updated: 02 Nov 2024

Awesome-Diffusion-Models-for-Weather-Forecasting

A collection of research papers on Diffusion Models for Weather Forecasting.

awesome diffusion-models weather-forecast

94 stars
10 forks
52 projects

Last updated: 29 Jan 2025

Awesome-Conditional-Diffusion-Models

This resposity maintains a collection of important papers on conditional image synthesis with diffusion models

awesome diffusion-models

86 stars
3 forks
177 projects

Last updated: 16 Jan 2025

Awesome-AIGC-Research-Groups

A Collection of AIGC Research Groups

3d 3d-generation aigc awesome computer-vision cvpr deep deep-learning diffusion-models gan-models

60 stars
7 forks
103 projects

Last updated: 20 Jan 2025

awesome-ai-papers

This repository is used to collect papers and code in the field of AI.

ai ai-agents algorithms artificial-intelligence awesome-lists computer-vision cv deep-learning diffusion-models gnn

48 stars
5 forks
1,279 projects

Last updated: 18 Jan 2025

awesome-stable-diffusion

A curated list of awesome stable diffusion resources 🌟

aiart awesome dall-e diffusion diffusion-models dockerfile flutter image-generation javascript jupyter-notebook

39 stars
0 forks
50 projects

Last updated: 15 May 2024

Awesome-Monocular-Depth

A curated list of recent monocular depth estimation papers

3d awesome-list computer-vision cvpr depth diffusion-models eccv iccv iclr monocular-depth-estimation

33 stars
2 forks
96 projects

Last updated: 14 May 2024

awesome-world-model-games

List of world model games and where to find them!

ai-games ai-minecraft awesome awesome-list diffusion-models games neural-engine transformer-models video-games video-models

19 stars
0 forks
46 projects

Last updated: 09 Jan 2025

awesome-controllable-video-diffusion

Awesome Controllable Video Generation with Diffusion Models

awesome controllable-generation diffusion diffusion-model diffusion-models video-generation

15 stars
0 forks
101 projects

Last updated: 25 Jan 2025

awesome-continual-leaning-with-ptms

This is a curated list of "Continual Learning with Pretrained Models" research.

adapters awesome continual-learning diffusion-models embodied-ai large-language-models mixture-of-experts parameter-efficient-tuning pretrained-models prompt-tuning

11 stars
0 forks
99 projects

Last updated: 17 Jan 2025

awesome-efficient-video-generation

A curated list of recent efficient video generation methods.

awesome diffusion-models efficiency high-performance-computing text-to-video-generation video-generation

11 stars
0 forks
51 projects

Last updated: 10 Jan 2025

awesome-diffusion-iclr-2025

List of diffusion related active submissions on OpenReview for ICLR 2025.

diffusion diffusion-models iclr iclr-2025 stable-diffusion t2i text-to-image text-to-image-generation

8 stars
0 forks
856 projects

Last updated: 16 Jan 2025

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