Alternatives and similar repositories for STeP

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

• mlvlab / DDMI
  Official Implementation (Pytorch) of "DDMI: Domain-Agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Represe…
  ☆27Updated last year
• zhangbingliang2019 / DAPS
  [CVPR 2025 Oral] Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing
  ☆171Updated 3 weeks ago
• annegnx / PnP-Flow
  Code for PnP-Flow: Plug-and-Play image restoration with Flow Matching (ICLR 2025)
  ☆136Updated 3 months ago
• LabForComputationalVision / memorization_generalization_in_diffusion_models
  ☆52Updated last year
• FlowDPS-Inverse / FlowDPS
  [ICCV2025] Official repository of "FlowDPS: Flow-Driven Posterior Sampling for Inverse Problems"
  ☆52Updated 5 months ago
• sun-umn / DMPlug
  This is the official implementation of "DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models" (NeurIPS 2024).
  ☆71Updated 3 months ago
• LituRout / PSLD
  Posterior Sampling using Latent Diffusion - NeurIPS 2023
  ☆158Updated 2 years ago
• CompVis / fm-boosting
  [ECCV 2024, Oral] FMBoost: Boosting Latent Diffusion with Flow Matching
  ☆254Updated 2 months ago
• mlvlab / DAVI
  Official Implementation (Pytorch) of "DAVI: Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems", ECCV 2024 …
  ☆73Updated last year
• hyungjin-chung / CDDB
  Official PyTorch implementation of [Direct Diffusion Bridge using Data Consistency for Inverse Problems](https://arxiv.org/abs/2305.19809…
  ☆58Updated 2 years ago
• CompVis / diff2flow
  [CVPR 2025] Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment
  ☆92Updated 7 months ago
• mskwak01 / How-I-Warped-Your-Noise-Unofficial
  An unofficial implementation of ICLR 2024 paper "How I Warped Your Noise".
  ☆38Updated last year
• samb-t / infty-diff
  Code for the the ICLR 2024 paper "∞-Diff: Infinite Resolution Diffusion with Subsampled Mollified States"
  ☆106Updated last year
• apple / ml-inrflow
  ☆66Updated 5 months ago
• kakaobrain / ginr-ipc
  The official implementation of Generalizable Implicit Neural Representations with Instance Pattern Composers(CVPR’23 highlight).
  ☆41Updated 2 years ago
• TReg-inverse / TReg
  Official repository for "Regularization by Texts for Latent Diffusion Inverse Solvers" (ICLR2025 spotlight)
  ☆17Updated 9 months ago
• YasminZhang / ICTM
  [NeurIPS 2024] Official implementation of NeurIPS 2024 paepr "Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory …
  ☆25Updated 10 months ago
• jsu27 / decomp_diffusion
  [ICML 2024] Compositional Image Decomposition with Diffusion Models
  ☆52Updated last year
• xypeng9903 / k-diffusion-inverse-problems
  [ICML 2024] Improving Diffusion Models for Inverse Problems Using Optimal Posterior Covariance
  ☆57Updated last year
• NVlabs / RED-diff
  ☆102Updated 2 years ago
• svi-diffusion / codes
  Official repository for "Solving Video Inverse Problems Using Image Diffusion Models"
  ☆10Updated 11 months ago
• thu-ml / DiffusionBridge
  Official codebase for "Diffusion Bridge Implicit Models" (ICLR 2025) and "Consistency Diffusion Bridge Models" (NeurIPS 2024)
  ☆100Updated 4 months ago
• yinboc / infd
  Image Neural Field Diffusion Models, CVPR 2024 (Highlight)
  ☆78Updated last year
• Zhendong-Wang / Patch-Diffusion
  ☆99Updated 2 years ago
• DreamSampler / dream-sampler
  The official repository for DreamSampler (ECCV24)
  ☆37Updated last year
• Morefre / Decoupled-Data-Consistency-with-Diffusion-Purification-for-Image-Restoration
  ☆15Updated 6 months ago
• jinhojsk515 / ContrastiveCFG
  A precise and stable CFG for negative prompts, derived via guided sampling with contrastive loss.
  ☆13Updated last year
• CompVis / discrete-interpolants
  The official implementation of "[MASK] is All You Need"
  ☆127Updated 5 months ago
• yangxiaofeng / rectified_flow_prior
  Official code for paper: Text-to-Image Rectified Flow as Plug-and-Play Priors [ICLR 2025]
  ☆137Updated 8 months ago
• yuanzhi-zhu / SlimFlow
  [ECCV2024] "SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow", Yuanzhi Zhu, Xingchao Liu, Qiang Liu
  ☆58Updated last year