Official implementation of the paper *PDE-Driven Spatiotemporal Disentanglement*
☆29Mar 15, 2021Updated 5 years ago
Alternatives and similar repositories for spatiotemporal_variable_separation
Users that are interested in spatiotemporal_variable_separation are comparing it to the libraries listed below
Sorting:
- Official implementation of the paper Stochastic Latent Residual Video Prediction☆74Mar 29, 2022Updated 3 years ago
- Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"☆209Mar 1, 2022Updated 4 years ago
- Implementation of our ICLR paper: https://openreview.net/pdf?id=By4HsfWAZ☆59Apr 25, 2019Updated 6 years ago
- ☆44Feb 3, 2021Updated 5 years ago
- Implicit Stacked Autoregressive Model for Video Prediction (official implementation)☆91Dec 19, 2024Updated last year
- Learning Dynamical Systems that Generalize Across Environments☆20Feb 10, 2022Updated 4 years ago
- ☆37Oct 30, 2020Updated 5 years ago
- This is a tool intended to monitor the GPU usage on the various GPU-servers at the LIP6 Lab, Paris☆31Apr 26, 2019Updated 6 years ago
- ☆20Oct 17, 2024Updated last year
- Code for CVPR2021 paper 'Where and What? Examining Interpretable Disentangled Representations'.☆45Feb 10, 2022Updated 4 years ago
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆23May 11, 2025Updated 10 months ago
- Multiwavelets-based operator model☆69Feb 16, 2022Updated 4 years ago
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆27May 6, 2024Updated last year
- [AAAI24] LE-PDE-UQ endows deep learning-based surrogate models with robust and efficient uncertainty quantification capabilities for both…☆16Feb 26, 2024Updated 2 years ago
- [ECCV 2024]: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.☆39Sep 28, 2024Updated last year
- Code Release for "Video Prediction via Example Guidance" (ICML 2020)☆13Jul 19, 2020Updated 5 years ago
- Refining continuous-in-depth neural networks☆42Nov 14, 2021Updated 4 years ago
- ☆15Mar 3, 2023Updated 3 years ago
- Code associated with our paper "Learning Group Structure and Disentangled Representations of Dynamical Environments"☆15Dec 8, 2022Updated 3 years ago
- Experiment with Neural ODE on Pytorch☆14Aug 9, 2019Updated 6 years ago
- Neural Manifold Operators (KDD 2024)☆25Dec 10, 2024Updated last year
- [TMLR] CodePDE: An Inference Framework for LLM-driven PDE Solver Generation☆71Feb 12, 2026Updated last month
- Code release for "PredCNN: Predictive Learning with Cascade Convolutions" (IJCAI 2018)☆27Aug 15, 2018Updated 7 years ago
- A simplified Pytorch implementation of DCRNN☆14Jul 30, 2020Updated 5 years ago
- The source code of ExFunTube☆10Aug 8, 2025Updated 7 months ago
- DynaVol: Unsupervised Learning for Dynamic Scenes through Object-Centric Voxelization (ICLR2024) & DynaVol-S: Dynamic Scene Understanding…☆20Apr 10, 2025Updated 11 months ago
- ☆26Apr 16, 2020Updated 5 years ago
- ☆14Jan 29, 2021Updated 5 years ago
- Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting☆48Nov 24, 2023Updated 2 years ago
- ODE2VAE: Deep generative second order ODEs with Bayesian neural networks☆132Aug 27, 2024Updated last year
- repo for paper: Adaptive Checkpoint Adjoint (ACA) method for gradient estimation in neural ODE☆56Mar 13, 2021Updated 5 years ago
- ☆22Sep 22, 2022Updated 3 years ago
- [MM 2024]☆27Jun 13, 2025Updated 9 months ago
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆28Mar 9, 2023Updated 3 years ago
- Code for Point-Calibrated Spectral Neural Operators☆20Oct 15, 2024Updated last year
- ICON for in-context operator learning☆61Feb 21, 2025Updated last year
- A pyTorch Extension for Applied Mathematics☆40Mar 17, 2020Updated 6 years ago
- Code for "Inference Suboptimality in Variational Autoencoders"☆14Mar 17, 2020Updated 6 years ago
- ☆37Jul 9, 2025Updated 8 months ago