SKholkin / LightSB-MatchingLinks
Light and Optimal Schrödinger Bridge Matching (ICML 2024) official PyTorch implementation
☆41Updated 11 months ago
Alternatives and similar repositories for LightSB-Matching
Users that are interested in LightSB-Matching are comparing it to the libraries listed below
Sorting:
- Official PyTorch implementation for the paper Minimizing Trajectory Curvature of ODE-based Generative Models, ICML 2023☆85Updated 5 months ago
- Pytorch implementation of "Light Schrödinger Bridge" (ICLR 2024)☆58Updated 11 months ago
- [ICLR'23 Spotlight] gDDIM: analyze and accelerate general diffusion models, isotropic and non-isotropic☆49Updated last year
- The official repository for the paper "Optimal Flow Matching: Learning Straight Trajectories in Just One Step" (NeurIPS 2024)☆77Updated 6 months ago
- Official code for "Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs" (ICML 2023)☆18Updated 4 months ago
- code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).☆72Updated last year
- Official code for "Maximum Likelihood Training for Score-Based Diffusion ODEs by High-Order Denoising Score Matching" (ICML 2022)☆61Updated 2 years ago
- PyTorch Implementation of Diffusion Schrodinger Bridge Matching☆165Updated 4 months ago
- ☆44Updated last year
- Implementation of "Analyzing and Improving the Training Dynamics of Diffusion Models"☆95Updated last year
- [NeurIPS 2023] Official Implementation: "Consistent Diffusion Models"☆56Updated 2 years ago
- Code for ICLR 2023 Paper, "Stable Target Field for Reduced Variance Score Estimation in Diffusion Models”☆76Updated 2 years ago
- Minimum implementation of EDM (Elucidating the Design Space of Diffusion-Based Generative Models) on cifar10 and mnist☆54Updated last year
- Educational implementation of the Discrete Flow Matching paper☆95Updated 10 months ago
- The codebase of our paper "Improving the Training of Rectified Flows", NeurIPS 2024☆116Updated 8 months ago
- NeurIPS23 "Flow Factorized Representation Learning"☆37Updated 8 months ago
- Code release for the paper Generative Modeling With Inverse Heat Dissipation☆74Updated 2 years ago
- A demo shows how to combine Langevin dynamics with score matching for generative models.☆38Updated 4 years ago
- Reward fine-tuning for Stable Diffusion models based on stochastic optimal control, including Adjoint Matching☆38Updated last month
- ☆61Updated 2 years ago
- Generative Modeling with Optimal Transport Maps - ICLR 2022☆60Updated 3 years ago
- The official codebase for Reflected Flow Matching (ICML 2024)☆18Updated last year
- [ICLR 2024] Official implementation of Bellman Optimal Stepsize Straightening of Flow-Matching Models☆35Updated last year
- The official PyTorch implementation of Fast Diffusion Model☆95Updated 2 years ago
- An official pytorch implementation of AAAI 2024 paper "Latent Space Editing in Transformer-based Flow Matching"☆42Updated last year
- Official Repository for "Unbalancedness in Neural Monge Maps Improves Unpaired Domain Translation" [ICLR 2024]☆15Updated last year
- Improved diffusion generative models with subspaces☆133Updated 3 years ago
- Official Implementation of the paper: A Complete Recipe for Diffusion Generative Models☆30Updated 8 months ago
- The official PyTorch implementation of Manifold Preserving Guided Diffusion (MPGD)☆34Updated last year
- Code for "Implicit Normalizing Flows" (ICLR 2021 spotlight)☆36Updated 4 years ago