zhenyiizhang / DeepRUOTLinks
Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport (ICLR'25 oral)
☆22Updated 2 months ago
Alternatives and similar repositories for DeepRUOT
Users that are interested in DeepRUOT are comparing it to the libraries listed below
Sorting:
- ☆27Updated last week
- Multiscale earth mover's distance methods for tree and manifold structured data☆11Updated 5 months ago
- Supervised Training of Conditional Monge Maps☆18Updated last year
- Proximal Optimal Transport Modeling of Population Dynamics (AISTATS 2022)☆20Updated 2 years ago
- PhD Thesis☆35Updated last year
- Tensorflow implementation for the SVGP-VAE model.☆22Updated 4 years ago
- Official implementation of Metric Flow Matching (NeurIPS 2024)☆47Updated 2 weeks ago
- TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics☆123Updated last year
- Official implementation of Fisher-Flow Matching (NeurIPS 2024).☆26Updated 10 months ago
- PyTorch implementation for "Training and Inference on Any-Order Autoregressive Models the Right Way", NeurIPS 2022 Oral, TPM 2023 Best Pa…☆15Updated 2 years ago
- ☆13Updated 2 years ago
- ☆17Updated 2 years ago
- ☆13Updated 9 months ago
- ☆20Updated 6 months ago
- ☆10Updated last year
- Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold☆59Updated 5 months ago
- Counterfactual Generative Modeling with Variational Causal Inference (ICLR 2025)☆12Updated 3 months ago
- Official implementation of the NeurIPS 24 paper of statistical flow matching (SFM) for discrete generation.☆33Updated 9 months ago
- Code corresponding to the paper Diffusion Earth Mover's Distance and Distribution Embeddings☆38Updated 9 months ago
- Dirichlet Diffusion Score Model for Biological Sequence Generation.☆56Updated 6 months ago
- ☆29Updated 3 weeks ago
- ☆13Updated last year
- Implementation of the paper "Neural Wasserstein Gradient Flows for Discrepancies with Riesz Kernels"☆11Updated last year
- ☆11Updated last week
- PyTorch implementation of "Kernel Neural Optimal Transport" (ICLR 2023)☆25Updated last year
- CO-Optimal Transport☆42Updated 4 years ago
- Gromov-Wasserstein based optimal transport for aligning single-cell multi-omics data☆75Updated last year
- Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport☆45Updated 2 years ago
- Implementation of Implicit Graphon Neural Representation☆12Updated last year
- PyTorch implementation of "Robust Barycenter Estimation using Semi-unbalanced Neural Optimal Transport" (ICLR 2025)☆11Updated last month