| ClimateNeRF: Extreme Weather Synthesis in Neural Radiance Field | Nov 23, 2022 | NeRFNeural Rendering | CodeCode Available | 1 |
| Exploring Physical Latent Spaces for High-Resolution Flow Restoration | Nov 21, 2022 | Physical Simulations | —Unverified | 0 |
| Efficient Learning of Mesh-Based Physical Simulation with BSMS-GNN | Oct 5, 2022 | Computational EfficiencyPhysical Simulations | CodeCode Available | 1 |
| Wavelet-based Loss for High-frequency Interface Dynamics | Sep 6, 2022 | Physical SimulationsVocal Bursts Intensity Prediction | —Unverified | 0 |
| Neural Posterior Estimation with Differentiable Simulators | Jul 12, 2022 | Bayesian InferenceDensity Estimation | —Unverified | 0 |
| LiDAR Snowfall Simulation for Robust 3D Object Detection | Mar 28, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| φ-SfT: Shape-from-Template with a Physics-Based Deformation Model | Mar 22, 2022 | 3D ReconstructionPhysical Simulations | CodeCode Available | 1 |
| Simulating Liquids with Graph Networks | Mar 14, 2022 | Liquid SimulationPhysical Simulations | —Unverified | 0 |
| E-LMC: Extended Linear Model of Coregionalization for Spatial Field Prediction | Mar 1, 2022 | Physical Simulations | —Unverified | 0 |
| Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature | Feb 11, 2022 | Physical Simulations | —Unverified | 0 |
| f-SfT: Shape-From-Template With a Physics-Based Deformation Model | Jan 1, 2022 | 3D ReconstructionPhysical Simulations | CodeCode Available | 1 |
| Constraint-based graph network simulator | Dec 16, 2021 | Graph Neural NetworkPhysical Simulations | —Unverified | 0 |
| ClimART: A Benchmark Dataset for Emulating Atmospheric Radiative Transfer in Weather and Climate Models | Nov 29, 2021 | BenchmarkingPhysical Simulations | CodeCode Available | 1 |
| A Rate-Distortion Framework for Explaining Black-box Model Decisions | Oct 12, 2021 | Physical Simulations | —Unverified | 0 |
| CARL: A Benchmark for Contextual and Adaptive Reinforcement Learning | Oct 5, 2021 | Physical Simulationsreinforcement-learning | CodeCode Available | 1 |
| CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation | Sep 19, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Physics-based Deep Learning | Sep 11, 2021 | Deep LearningPhysical Simulations | CodeCode Available | 2 |
| Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather | Aug 11, 2021 | 3D Object DetectionObject | CodeCode Available | 1 |
| SuperCaustics: Real-time, open-source simulation of transparent objects for deep learning applications | Jul 23, 2021 | Caustics SegmentationDepth Completion | CodeCode Available | 1 |
| HuBeRo - a Framework to Simulate Human Behaviour in Robot Research | Jul 22, 2021 | Physical SimulationsRobot Navigation | CodeCode Available | 0 |
| Update 3.0 to “PuMA: The Porous Microstructure Analysis software” | Jul 19, 2021 | Computed Tomography (CT)Physical Simulations | CodeCode Available | 1 |
| Amortized Synthesis of Constrained Configurations Using a Differentiable Surrogate | Jun 16, 2021 | DecoderPhysical Simulations | CodeCode Available | 0 |
| Real-time Pose and Shape Reconstruction of Two Interacting Hands With a Single Depth Camera | Jun 15, 2021 | GPUPhysical Simulations | —Unverified | 0 |
| Knowledge- and Data-driven Services for Energy Systems using Graph Neural Networks | Mar 12, 2021 | Decision MakingPhysical Simulations | —Unverified | 0 |
| A Taylor Based Sampling Scheme for Machine Learning in Computational Physics | Jan 20, 2021 | BIG-bench Machine LearningPhysical Simulations | —Unverified | 0 |
