conftrace_

physics-based model

17 papers

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Co-occurring keywords

image restoration (1517) deep learning (2118) intrinsic image decomposition (58) retinex model (6) world model (189) bayesian inference (1907) hybrid generative model (1) image deraining (76) hybrid modeling (3) sample-efficient learning (43)

Papers

Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science AAAI 2025
PEIE: Physics Embedded Illumination Estimation for Adaptive Dehazing AAAI 2025
PhISH-Net: Physics Inspired System for High Resolution Underwater Image Enhancement WACV 2024
On the Identifiability of Hybrid Deep Generative Models: Meta-Learning as a Solution NIPS 2024
Enabling Efficient, Reliable Real-World Reinforcement Learning with Approximate Physics-Based Models CORL 2023
Physics-Guided Active Learning of Environmental Flow Fields L4DC 2023
ExposureDiffusion: Learning to Expose for Low-light Image Enhancement ICCV 2023
Dancing Under the Stars: Video Denoising in Starlight CVPR 2022
Traffic Forecasting using Vehicle-to-Vehicle Communication L4DC 2021
Bridging Physics-based and Data-driven modeling for Learning Dynamical Systems L4DC 2021
Learning Behaviors through Physics-driven Latent Imagination CORL 2021
Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network CVPR 2021
Learning Physics-Guided Face Relighting Under Directional Light CVPR 2020
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning CVPR 2019
CNN Based Learning Using Reflection and Retinex Models for Intrinsic Image Decomposition CVPR 2018
A Physics-Based Model Prior for Object-Oriented MDPs ICML 2014
A Bayesian Approach to Nonlinear Parameter Identification for Rigid Body Dynamics RSS 2006