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physics simulation

129 papers

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Co-occurring keywords

neural network (6616) reinforcement learning (4352) diffusion model (3751) graph neural network (3962) 3d reconstruction (2253) partial differential equation (222) physics-based simulation (28) differentiable physics (28) rigid body dynamics (23) neural radiance field (857)

Papers

DeepSimHO: Stable Pose Estimation for Hand-Object Interaction via Physics Simulation NIPS 2023
Simulating Fluids in Real-World Still Images ICCV 2023
DiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models NIPS 2023
GranularGym: High Performance Simulation for Robotic Tasks with Granular Materials RSS 2023
General Covariance Data Augmentation for Neural PDE Solvers ICML 2023
Physics-Driven Diffusion Models for Impact Sound Synthesis From Videos CVPR 2023
HOOD: Hierarchical Graphs for Generalized Modelling of Clothing Dynamics CVPR 2023
Physically Plausible Animation of Human Upper Body From a Single Image WACV 2023
GarSim: Particle Based Neural Garment Simulator WACV 2023
Deep Latent Regularity Network for Modeling Stochastic Partial Differential Equations AAAI 2023
NUNO: A General Framework for Learning Parametric PDEs with Non-Uniform Data ICML 2023
PPR: Physically Plausible Reconstruction from Monocular Videos ICCV 2023
Learning Human Dynamics in Autonomous Driving Scenarios ICCV 2023
Implicit Neural Spatial Representations for Time-dependent PDEs ICML 2023
Group Equivariant Fourier Neural Operators for Partial Differential Equations ICML 2023
Efficient Learning of Mesh-Based Physical Simulation with Bi-Stride Multi-Scale Graph Neural Network ICML 2023
Towards Multi-Layered 3D Garments Animation ICCV 2023
Dynamic Mesh-Aware Radiance Fields ICCV 2023
PhysDiff: Physics-Guided Human Motion Diffusion Model ICCV 2023
Solving Inverse Physics Problems with Score Matching NIPS 2023
Benchmarking Rigid Body Contact Models L4DC 2023
Domain Agnostic Fourier Neural Operators NIPS 2023
Neural MoCon: Neural Motion Control for Physically Plausible Human Motion Capture CVPR 2022
Learning to Solve PDE-constrained Inverse Problems with Graph Networks ICML 2022
HoD-Net: High-Order Differentiable Deep Neural Networks and Applications AAAI 2022