diffusion-model

Open-source projects categorized as diffusion-model
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Topics: aigc diffusion-models image-generation text-to-video stable-diffusion
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Top 12 diffusion-model Open-Source Projects

  • DiffSinger

    DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (SVS & TTS); AAAI 2022; Official code

  • prolificdreamer

    Official code of ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation (NeurIPS 2023 Spotlight)

    • Project mention: ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation | news.ycombinator.com | 2023-09-28

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  • StableVideo

    [ICCV 2023] StableVideo: Text-driven Consistency-aware Diffusion Video Editing

    • Project mention: MagicEdit: High-Fidelity Temporally Coherent Video Editing | news.ycombinator.com | 2023-08-29

    Looks like its building on the same concepts as stable video.

    https://github.com/rese1f/StableVideo

  • MotionDiffuse

    MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model

  • Generative-AI

    [TPAMI 2023] Multimodal Image Synthesis and Editing: The Generative AI Era (by fnzhan)

  • DiffusionFastForward

    DiffusionFastForward: a free course and experimental framework for diffusion-based generative models

  • ReVersion

    ReVersion: Diffusion-Based Relation Inversion from Images

    • Project mention: List of Stable Diffusion research softwares that I don't think gotten widespread adoption. | /r/StableDiffusion | 2023-12-10

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  • LAMP

    Official implement code of LAMP: Learn a Motion Pattern by Few-Shot Tuning a Text-to-Image Diffusion Model (Few-shot-based text-to-video diffusion)

    • Project mention: List of Stable Diffusion research softwares that I don't think gotten widespread adoption. | /r/StableDiffusion | 2023-12-10

  • diffusion_models

    Minimal standalone example of diffusion model

  • Frido

    Research code for paper "Frido: Feature Pyramid Diffusion for Complex Scene Image Synthesis"

  • ReuseAndDiffuse

    Reuse and Diffuse: Iterative Denoising for Text-to-Video Generation

    • Project mention: Reuse and Diffuse: Creating More Video Frames from Few with 'VidRD' | /r/StableDiffusion | 2023-10-18

    Code: https://github.com/anonymous0x233/ReuseAndDiffuse

  • add-thin

    This is the reference implementation of our NeurIPS 2023 paper "Add and Thin: Diffusion for Temporal Point Processes"

    • Project mention: [R] Add and Thin: Diffusion for Temporal Point Processes | /r/MachineLearning | 2023-12-10
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

diffusion-model related posts

  • List of Stable Diffusion research softwares that I don't think gotten widespread adoption.

    17 projects | /r/StableDiffusion | 10 Dec 2023

  • Has anyone made the ReVersion Script more efficient than 18GB?

    1 project | /r/StableDiffusion | 12 Nov 2023

  • ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation

    1 project | news.ycombinator.com | 28 Sep 2023

  • StableVideo: Text-driven Consistency-aware Diffusion Video Editing

    1 project | /r/StableDiffusion | 24 Aug 2023

  • Training code for reversion is out!

    1 project | /r/StableDiffusion | 23 Aug 2023

  • StableVideo: Text-Driven Consistency-Aware Diffusion Video Editing

    1 project | /r/hackernews | 22 Aug 2023

  • StableVideo: Text-driven Consistency-aware Diffusion Video Editing

    1 project | /r/StableDiffusion | 22 Aug 2023
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Index

What are some of the best open-source diffusion-model projects? This list will help you:

Project Stars
1 DiffSinger 4,107
2 prolificdreamer 1,395
3 StableVideo 1,335
4 MotionDiffuse 784
5 Generative-AI 760
6 DiffusionFastForward 509
7 ReVersion 429
8 LAMP 225
9 diffusion_models 152
10 Frido 111
11 ReuseAndDiffuse 37
12 add-thin 12

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