conftrace_

physics-informed learning

66 papers

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Also known as

PIL

Co-occurring keywords

partial differential equation (222) neural network (6616) dynamical system (398) diffusion model (3751) graph neural network (3962) gaussian process (1200) generative model (2892) uncertainty quantification (1393) differential equation (56) spatiotemporal prediction (21)

Papers

ACuRE: Accurate Continuity-Regularized SpO2 Estimation Using Liquid Time-Constant Networks WACV 2026
PhysicsCorrect: A Training-Free Approach for Stable Neural PDE Simulations AAAI 2026
SinBasis Networks: Matrix-Equivalent Feature Extraction for Wave-Like Optical Spectrograms AAAI 2026
PIMRL: Physics-Informed Multi-Scale Recurrent Learning for Burst-Sampled Spatiotemporal Dynamics AAAI 2026
PADM: A Physics-aware Diffusion Model for Attenuation Correction WACV 2026
Flood-LDM: Generalizable Latent Diffusion Models for rapid and accurate zero-shot High-Resolution Flood Mapping WACV 2026
AdaField: Generalizable Surface Pressure Modeling with Physics-Informed Pre-training and Flow-Conditioned Adaptation AAAI 2026
HGATSolver: A Heterogeneous Graph Attention Solver for Fluid–Structure Interaction AAAI 2026
Phys-Liquid: A Physics-Informed Dataset for Estimating 3D Geometry and Volume of Transparent Deformable Liquids AAAI 2026
ElastoGen: 4D Generative Elastodynamics AAAI 2026
MANTA: Physics-Informed Generalized Underwater Object Tracking WACV 2026
Physics-Informed Deformable Gaussian Splatting: Towards Unified Constitutive Laws for Time-Evolving Material Field AAAI 2026
A Physics-Informed Blur Learning Framework for Imaging Systems CVPR 2025
Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model CVPR 2025
Diffusion-based 3D Hand Motion Recovery with Intuitive Physics ICCV 2025
Pioneer: Physics-informed Riemannian Graph ODE for Entropy-increasing Dynamics AAAI 2025
PhysTwin: Physics-Informed Reconstruction and Simulation of Deformable Objects from Videos ICCV 2025
PIN-WM: Learning Physics-INformed World Models for Non-Prehensile Manipulation RSS 2025
Physics-informed Kernel Learning JMLR 2025
Revisiting Disparity from Dual-Pixel Images: Physics-Informed Lightweight Depth Estimation WACV 2025
FUSE: Fast Unified Simulation and Estimation for PDEs NIPS 2024
Physics-Informed Graph Neural Networks for Water Distribution Systems AAAI 2024
DEL: Discrete Element Learner for Learning 3D Particle Dynamics with Neural Rendering NIPS 2024
Advection Augmented Convolutional Neural Networks NIPS 2024
Social Physics Informed Diffusion Model for Crowd Simulation AAAI 2024