htung0101 / Physion-particles
Official implementation of particle-based models (GNS and DPI-Net) on the Physion dataset.
☆26Updated 3 years ago
Alternatives and similar repositories for Physion-particles:
Users that are interested in Physion-particles are comparing it to the libraries listed below
- ☆30Updated 2 years ago
- [ICML 2020] Visual Grounding of Learned Physical Models (Dynamics Prior)☆37Updated 3 months ago
- [ICML 2020] Visual Grounding of Learned Physical Models☆40Updated 4 years ago
- Code for the paper Learning Visible Connectivity Dynamics for Cloth Smoothing☆45Updated 2 years ago
- [ICLR 2019] Learning Particle Dynamics for Manipulating Rigid Bodies, Deformable Objects, and Fluids☆128Updated 4 years ago
- Scalable Differentiable Physics for Learning and Control (ICML2020)☆169Updated 6 months ago
- Repo for "Physion: Evaluating Physical Prediction from Vision in Humans and Machines", presented at NeurIPS 2021 (Datasets & Benchmarks t…☆62Updated last year
- Differentiable Simulation of Soft Multi-body Systems (NeurIPS 2021)☆49Updated 2 years ago
- [ICLR2021, Oral] Learning Cross-Domain Correspondence for Control with Dynamics Cycle-Consistency☆46Updated 3 years ago
- [ICML 2023] Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics☆107Updated last year
- [ACMMM 2021, Oral] Code release for "Elastic Tactile Simulation Towards Tactile-Visual Perception"☆45Updated 2 years ago
- Imitation Learning via Differentiable Physics☆40Updated 2 years ago
- Efficient Differentiable Simulation of Articulated Bodies (ICML2021)☆96Updated 3 years ago
- [SIGGRAPH 2021] DiffAqua: A Differentiable Computational Design Pipeline for Soft Underwater Swimmers with Shape Interpolation☆33Updated 2 years ago
- [ICLR 2022] Contact Points Discovery for Soft-Body Manipulations with Differentiable Physics☆38Updated 2 years ago
- Code for paper "PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics"☆141Updated last year
- ☆77Updated 4 years ago
- A set of custom deep network layers written in PyTorch to enable computation with unordered particle sets with an emphasis on fluid dynam…☆66Updated 4 years ago
- Codes of CVPR2022 paper: Fixing Malfunctional Objects With Learned Physical Simulation and Functional Prediction☆32Updated 2 years ago
- Use the Force Luke! Learning to Predict Physical Forces by Simulating Effects [CVPR2020] (https://arxiv.org/pdf/2003.12045.pdf)☆73Updated last year
- ☆17Updated 5 years ago
- Cloth Simulation☆54Updated 10 months ago
- Customized Python APIs for NVIDIA FleX☆127Updated 3 years ago
- Code for paper "Implicit Neural Spatial Representations for Time-dependent PDEs", ICML 2023☆38Updated last year
- Differentiable simulation for system identification and visuomotor control☆186Updated last year
- ☆25Updated 3 years ago
- ☆51Updated 6 years ago
- ACID: Action-Conditional Implicit Visual Dynamics for Deformable Object Manipulation☆68Updated 2 years ago
- [NeurIPS 2020] Causal Discovery in Physical Systems from Videos☆77Updated 2 years ago
- Code for ECCV 2020 paper - LEMMA: A Multi-view Dataset for LEarning Multi-agent Multi-task Activities☆28Updated 3 years ago