Alternatives and similar repositories for diffusion-uncertainty

Users that are interested in diffusion-uncertainty are comparing it to the libraries listed below

• zhanghm1995 / Awesome-VAR
  A curated list of resources focused on Visual AutoRegressive Modeling, makes GPT-style AR models surpass diffusion transformers in image …
  ☆38Updated 11 months ago
• nku-zhichengzhang / ExtDM
  [CVPR 2024] This is the official implementation of "ExtDM: Distribution Extrapolation Diffusion Model for Video Prediction"
  ☆56Updated 7 months ago
• CompVis / SCFlow
  [ICCV 2025] SCFlow: Implicitly Learning Style and Content Disentanglement with Flow Models
  ☆44Updated 3 months ago
• prs-eth / DGInStyle
  [ECCV 2024] DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control
  ☆86Updated last year
• tyshiwo1 / DiM-DiffusionMamba
  The official implementation of DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis
  ☆229Updated last year
• prismformore / DiffusionMTL
  Code of our CVPR2024 paper - DiffusionMTL: Learning Multi-Task Denoising Diffusion Model from Partially Annotated Data
  ☆59Updated last year
• HashWang-null / IRBridge
  Official Implementation of "IRBridge: Solving Image Restoration Bridge with Pre-trained Generative Diffusion Models"
  ☆17Updated 8 months ago
• lxa9867 / ControlVAR
  This is the official implementation for ControlVAR.
  ☆125Updated last year
• JitengMu / EditAR
  EditAR: Unified Conditional Generation with Autoregressive Models (CVPR 2025)
  ☆39Updated 7 months ago
• HongkLin / TIDE
  [CVPR 2025] A Unified Image-Dense Annotation Generation Model for Underwater Scenes
  ☆54Updated 9 months ago
• CompVis / zigma
  A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model" (ECCV 2024)
  ☆343Updated 10 months ago
• csguoh / FastVAR
  [ICCV2025]Generate one 2K image on single 24GB 3090 GPU!
  ☆83Updated 5 months ago
• Martinser / REG
  [NeurIPS 2025 Oral] Representation Entanglement for Generation: Training Diffusion Transformers Is Much Easier Than You Think
  ☆242Updated 4 months ago
• xtudbxk / GPSToken
  The official code for paper "GPSToken: Gaussian Parameterized Spatially-adaptive Tokenization for Image Representation and Generation"
  ☆48Updated 4 months ago
• wang-chaoyang / SemFlow
  [NeurIPS 2024] SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow
  ☆43Updated last year
• humansensinglab / DoGE
  [CVPR 2024] Domain Gap Embeddings for Generative Dataset Augmentation
  ☆21Updated last year
• yinboc / infd
  Image Neural Field Diffusion Models, CVPR 2024 (Highlight)
  ☆79Updated last year
• CompVis / cleandift
  ☆124Updated 5 months ago
• ziqipang / RandAR
  [CVPR 2025 (Oral)] Open implementation of "RandAR"
  ☆206Updated 6 months ago
• ShiguiLi / EVODiff
  [NeurIPS 2025🔥:] EVODiff is an inference-time refinement method for diffusion models that improves sampling efficiency and generative f…
  ☆28Updated this week
• EternalEvan / FlowIE
  This repository contains the official implementation of "FlowIE: Efficient Image Enhancement via Rectified Flow"
  ☆142Updated last year
• LingxiaoYang2023 / DSG2024
  Official pytorch repository for “Guidance with Spherical Gaussian Constraint for Conditional Diffusion”
  ☆77Updated last year
• boschresearch / ALDM
  Official implementation of "Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive" (ICLR 2024)
  ☆57Updated last year
• CVL-UESTC / PerLDiff
  ICCV 2025-PerLDiff: Controllable Street View Synthesis Using Perspective-Layout Diffusion Models
  ☆53Updated last month
• aailabkaist / DiffRS
  Official PyTorch implementation for Diffusion Rejection Sampling (DiffRS) in ICML 2024.
  ☆22Updated last year
• prs-eth / DGInStyle-SegModel
  Downstream semantic segmentation evaluation of DGInStyle.
  ☆25Updated last year
• hustvl / ControlAR
  [ICLR 2025] ControlAR: Controllable Image Generation with Autoregressive Models
  ☆319Updated 9 months ago
• Davinci-XLab / STAR-T2I
  Official implementation of "STAR: Scale-wise Text-to-image generation via Auto-Regressive representations"
  ☆43Updated 10 months ago
• damaggu / TADP
  Text-Image Alignment for Diffusion-based Perception (TADP) - CVPR 2024
  ☆41Updated last year
• yibingwei-1 / LatentMIM
  [ECCV 2024] Official implementation of the paper "Towards Latent Masked Image Modeling for Self-Supervised Visual Representation Learning…
  ☆29Updated 11 months ago