Alternatives and similar repositories for SAR

Users that are interested in SAR are comparing it to the libraries listed below

• ant-research / lumos
  [CVPR'25 - Rating 555] Official PyTorch implementation of Lumos: Learning Visual Generative Priors without Text
  ☆53Updated 8 months ago
• wutong16 / FiVA
  [ NeurIPS 2024 D&B Track ] Implementation for "FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models"
  ☆73Updated 11 months ago
• ditflow / ditflow
  Official PyTorch implementation - Video Motion Transfer with Diffusion Transformers
  ☆76Updated 4 months ago
• KaiyueSun98 / T2I-Personalization-with-AR
  ☆47Updated 7 months ago
• desaixie / pa_vdm
  CVPRW 2025 paper Progressive Autoregressive Video Diffusion Models: https://arxiv.org/abs/2410.08151
  ☆86Updated 6 months ago
• ymju-BAAI / CI-VID
  ☆27Updated 3 months ago
• oooolga / Ctrl-V
  👆Pytorch implementation of "Ctrl-V: Higher Fidelity Video Generation with Bounding-Box Controlled Object Motion"
  ☆30Updated 4 months ago
• xizaoqu / MOFT
  [Neurips 2024] Video Diffusion Models are Training-free Motion Interpreter and Controller
  ☆49Updated 4 months ago
• jacklishufan / Reflect-DiT
  Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection
  ☆52Updated 3 months ago
• xizaoqu / TrajectoryAttention
  [ICLR 2025] Trajectory Attention For Fine-grained Video Motion Control
  ☆95Updated 6 months ago
• arthur-qiu / FreeTraj
  Code for FreeTraj, a tuning-free method for trajectory-controllable video generation
  ☆108Updated 2 months ago
• langmanbusi / InsViE
  Official PyTorch implementation of paper “InsViE-1M: Effective Instruction-based Video Editing with Elaborate Dataset Construction”
  ☆27Updated 4 months ago
• lixirui142 / UniCon
  UniCon: A Simple Approach to Unifying Diffusion-based Conditional Generation (ICLR 2025)
  ☆35Updated 5 months ago
• pandayuanyu / NewtonGen
  NewtonGen: Physics-Consistent and Controllable Text-to-Video Generation via Neural Newtonian Dynamics
  ☆62Updated last month
• xiefan-guo / i4vgen
  [arXiv 2024] I4VGen: Image as Free Stepping Stone for Text-to-Video Generation
  ☆24Updated last year
• helia95 / VASE
  ☆15Updated last year
• baaivision / URSA
  🐻 Uniform Discrete Diffusion with Metric Path for Video Generation
  ☆78Updated 3 weeks ago
• JaydenLyh / Reward-Forcing
  Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation
  ☆101Updated this week
• TencentARC / Divot
  Diffusion Powers Video Tokenizer for Comprehension and Generation (CVPR 2025)
  ☆85Updated 9 months ago
• geonyeong-park / Spectral-Motion-Alignment
  The official repository of "Spectral Motion Alignment for Video Motion Transfer using Diffusion Models".
  ☆30Updated 11 months ago
• justincui03 / Self-Forcing-Plus-Plus
  Official Repo for Self-Forcing++ High Quality Long Video Generation
  ☆203Updated last month
• Jialuo-Li / Science-T2I
  [CVPR 2025] Science-T2I: Addressing Scientific Illusions in Image Synthesis
  ☆62Updated 7 months ago
• feizc / Video-In-Context
  Video Diffusion Transformers are In-Context Learners
  ☆34Updated 11 months ago
• aniki-ly / FreeLong
  [NeurIPS 2024] The official implement of research paper "FreeLong : Training-Free Long Video Generation with SpectralBlend Temporal Atten…
  ☆62Updated 5 months ago
• huang-yh / Owl
  ☆51Updated 11 months ago
• MCG-NJU / BIVDiff
  [CVPR 2024] BIVDiff: A Training-free Framework for General-Purpose Video Synthesis via Bridging Image and Video Diffusion Models
  ☆75Updated last year
• tliby / UniFork
  UniFork: Exploring Modality Alignment for Unified Multimodal Understanding and Generation
  ☆46Updated 3 months ago
• dangeng / motion_guidance
  Code for ICLR 2024 paper "Motion Guidance: Diffusion-Based Image Editing with Differentiable Motion Estimators"
  ☆106Updated last year
• Eyeline-Labs / VChain
  The official implementation of paper “VChain: Chain-of-Visual-Thought for Reasoning in Video Generation”
  ☆106Updated 2 months ago
• KAIST-Visual-AI-Group / Flow-Inference-Time-Scaling
  [NeurIPS 2025] Official code for Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing
  ☆69Updated last month