TianrongChen / DMSB
Official implementation of Deep Momentum Schrödinger Bridge
☆25Updated last year
Alternatives and similar repositories for DMSB:
Users that are interested in DMSB are comparing it to the libraries listed below
- ☆19Updated 3 months ago
- Deep Generalized Schrödinger Bridge, NeurIPS 2022 Oral☆47Updated 2 years ago
- Implementation of Action Matching☆41Updated last year
- ☆13Updated last year
- Code release for "Stochastic Optimal Control Matching"☆33Updated 8 months ago
- ☆32Updated 11 months ago
- [ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".☆31Updated 4 months ago
- ☆24Updated last year
- Likelihood Training of Schrödinger Bridge using FBSDEs Theory, ICLR 2022☆82Updated 3 years ago
- PyTorch implementation for our ICLR 2024 paper "Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory…☆24Updated last year
- Official implementation of Metric Flow Matching (NeurIPS 2024)☆35Updated 5 months ago
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆57Updated last year
- Score-based generative models for compact manifolds☆110Updated last year
- code for "Generalized Schrödinger Bridge Matching" (ICLR 2024).☆68Updated last year
- Implementation of Action Matching for the Schrödinger equation☆24Updated last year
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆51Updated 3 weeks ago
- Collecting research materials on neural samplers with diffusion/flow models☆46Updated last month
- [ICLR 2022] Path integral sampler☆46Updated last year
- Entropic Optimal Transport Benchmark (NeurIPS 2023).☆23Updated last year
- ☆30Updated last month
- Improved sampling via learned diffusions (ICLR2024) and an optimal control perspective on diffusion-based generative modeling (TMLR2024)☆61Updated last month
- Code for the paper https://arxiv.org/abs/2402.04997☆77Updated last year
- ☆16Updated last year
- ☆25Updated last month
- Neural Diffusion Processes☆77Updated 9 months ago
- Stochastic Normalizing Flows☆76Updated 3 years ago
- Official implementation of Fisher-Flow Matching (NeurIPS 2024).☆21Updated 6 months ago
- NeurIPS'23: Energy Discrepancies: A Score-Independent Loss for Energy-Based Models☆16Updated 6 months ago
- Code repository for Trajectory Flow Matching☆63Updated 6 months ago
- ☆17Updated last year