YangLabHKUST / DGLSBLinks
Deep Generative Learning via Schrödinger Bridge
☆25Updated 4 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).☆27Updated last year
- Likelihood Training of Schrödinger Bridge using FBSDEs Theory, ICLR 2022☆87Updated 3 years ago
- A minimalist implementation of score-based diffusion model☆129Updated 4 years ago
- Pytorch implementation of "Entropic Neural Optimal Transport via Diffusion Processes" (NeurIPS 2023, oral).☆39Updated last year
- Code for "Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance", NeurIPS 2022☆17Updated 2 years ago
- PyTorch Implementation of DSB for Score Based Generative Modeling. Experiments managed using Hydra.☆187Updated 4 years ago
- PyTorch Implementation of Diffusion Schrodinger Bridge Matching☆192Updated 9 months ago
- [ICML2022] Variational Wasserstein gradient flow☆24Updated 3 years ago
- Official implementation of Metric Flow Matching (NeurIPS 2024)☆57Updated 3 months ago
- GP Sinkhorn Implementation, paper: https://www.mdpi.com/1099-4300/23/9/1134☆23Updated 3 years ago
- A set of tests for evaluating large-scale algorithms for Wasserstein-2 transport maps computation (NeurIPS 2021)☆45Updated 3 years ago
- ☆24Updated 3 years ago
- PyTorch implementation of Variational Diffusion Models.☆104Updated last year
- Some toy examples of score matching algorithms written in PyTorch☆54Updated 3 years ago
- NeurIPS'23: Energy Discrepancies: A Score-Independent Loss for Energy-Based Models☆17Updated last year
- Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)☆151Updated 4 years ago
- ☆20Updated 4 years ago
- Code for reproducing results in the sliced score matching paper (UAI 2019)☆148Updated 5 years ago
- Noise Contrastive Estimation (NCE) in PyTorch☆32Updated 9 months ago
- Generative Modeling with Optimal Transport Maps - ICLR 2022☆61Updated 3 years ago
- code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).☆83Updated last year
- ☆31Updated last year
- Information-Theoretic Diffusion: A brand new diffusion model / density estimator based on information theory.☆36Updated last year
- Deep Generalized Schrödinger Bridge, NeurIPS 2022 Oral☆52Updated 3 years ago
- Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.☆41Updated last year
- Code release for "Stochastic Optimal Control Matching"☆39Updated last year
- This is the code for the paper Embrace the Gap: VAEs perform Independent Mechanism Analysis, showing that optimizing the ELBO is equivale…☆23Updated last year
- A demo shows how to combine Langevin dynamics with score matching for generative models.☆41Updated 5 years ago
- PyTorch implementation of the OT-Flow approach in arXiv:2006.00104☆57Updated last year
- Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)☆70Updated 8 months ago