YangLabHKUST / DGLSBLinks
Deep Generative Learning via Schrödinger Bridge
☆24Updated 3 years ago
Alternatives and similar repositories for DGLSB
Users that are interested in DGLSB are comparing it to the libraries listed below
Sorting:
- Entropic Optimal Transport Benchmark (NeurIPS 2023).☆24Updated last year
- Likelihood Training of Schrödinger Bridge using FBSDEs Theory, ICLR 2022☆84Updated 3 years ago
- Pytorch implementation of "Entropic Neural Optimal Transport via Diffusion Processes" (NeurIPS 2023, oral).☆37Updated last year
- Light and Optimal Schrödinger Bridge Matching (ICML 2024) official PyTorch implementation☆41Updated 10 months ago
- PyTorch Implementation of DSB for Score Based Generative Modeling. Experiments managed using Hydra.☆170Updated 3 years ago
- Code for "Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance", NeurIPS 2022☆17Updated 2 years ago
- [ICML2022] Variational Wasserstein gradient flow☆22Updated 2 years ago
- A set of tests for evaluating large-scale algorithms for Wasserstein-2 transport maps computation (NeurIPS 2021)☆41Updated 3 years ago
- ☆23Updated 2 years ago
- A demo shows how to combine Langevin dynamics with score matching for generative models.☆38Updated 4 years ago
- Generative Modeling with Optimal Transport Maps - ICLR 2022☆59Updated 3 years ago
- [ICLR'23 Spotlight] gDDIM: analyze and accelerate general diffusion models, isotropic and non-isotropic☆49Updated last year
- PyTorch Implementation of Diffusion Schrodinger Bridge Matching☆161Updated 4 months ago
- GP Sinkhorn Implementation, paper: https://www.mdpi.com/1099-4300/23/9/1134☆23Updated 3 years ago
- Code release for "Stochastic Optimal Control Matching"☆35Updated 10 months ago
- ☆32Updated last year
- Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)☆144Updated 3 years ago
- Noise Contrastive Estimation (NCE) in PyTorch☆32Updated 3 months ago
- ☆13Updated last year
- NeurIPS'23: Energy Discrepancies: A Score-Independent Loss for Energy-Based Models☆16Updated 8 months ago
- A minimalist implementation of score-based diffusion model☆127Updated 3 years ago
- PyTorch implementation of the OT-Flow approach in arXiv:2006.00104☆52Updated 11 months ago
- Implementation of Action Matching☆44Updated 2 years ago
- Code for the paper https://arxiv.org/abs/2205.14987v2☆53Updated last year
- Code for "Optimal Transport-Guided Conditional Score-Based Diffusion Model (NeurIPS, 8,7,7,6)"☆62Updated last year
- Official implementation of Metric Flow Matching (NeurIPS 2024)☆37Updated 7 months ago
- PyTorch implementation of "Kernel Neural Optimal Transport" (ICLR 2023)☆25Updated last year
- Official PyTorch implementation for the paper Minimizing Trajectory Curvature of ODE-based Generative Models, ICML 2023☆84Updated 4 months ago
- ☆17Updated 2 years ago
- Official implementation of Deep Momentum Schrödinger Bridge☆26Updated last year