physics-based model

Domain Adaptation with Hybrid Modeling for Learning Dynamical Systems ACML 2025 PEIE: Physics Embedded Illumination Estimation for Adaptive Dehazing AAAI 2025 Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science AAAI 2025 On the Identifiability of Hybrid Deep Generative Models: Meta-Learning as a Solution NeurIPS 2024 PhISH-Net: Physics Inspired System for High Resolution Underwater Image Enhancement WACV 2024 Enabling Efficient, Reliable Real-World Reinforcement Learning with Approximate Physics-Based Models CoRL 2023 ExposureDiffusion: Learning to Expose for Low-light Image Enhancement ICCV 2023 Physics-Guided Active Learning of Environmental Flow Fields L4DC 2023 Dancing Under the Stars: Video Denoising in Starlight CVPR 2022 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 Traffic Forecasting using Vehicle-to-Vehicle Communication L4DC 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