Neural Networks

PhISH-Net: Physics Inspired System for High Resolution Underwater Image Enhancement WACV 2024 Physics-Informed Neural Network Policy Iteration: Algorithms, Convergence, and Verification ICML 2024 Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations IJCAI 2024 Physics-informed Neural Networks with Unknown Measurement Noise L4DC 2024 Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling NeurIPS 2024 Physics-Informed Representation and Learning: Control and Risk Quantification AAAI 2024 Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization NeurIPS 2024 Physics-Regulated Deep Reinforcement Learning: Invariant Embeddings ICLR 2024 Pick-or-Mix: Dynamic Channel Sampling for ConvNets CVPR 2024 PICNN: A Pathway towards Interpretable Convolutional Neural Networks AAAI 2024 Pi-DUAL: Using privileged information to distinguish clean from noisy labels ICML 2024 Piecewise Linear Transformation – Propagating Aleatoric Uncertainty in Neural Networks AAAI 2024 Piecewise regression via mixed-integer programming for MPC L4DC 2024 PIE-NeRF: Physics-based Interactive Elastodynamics with NeRF CVPR 2024 PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs NeurIPS 2024 PINNsFormer: A Transformer-Based Framework For Physics-Informed Neural Networks ICLR 2024 PirateNets: Physics-informed Deep Learning with Residual Adaptive Networks JMLR 2024 Pixel-Grounded Prototypical Part Networks WACV 2024 PixelRNN: In-pixel Recurrent Neural Networks for End-to-end-optimized Perception with Neural Sensors CVPR 2024 pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction CVPR 2024 PlanNetX: Learning an efficient neural network planner from MPC for longitudinal control L4DC 2024 Pluggable Watermarking of Deepfake Models for Deepfake Detection IJCAI 2024 PM-INR: Prior-Rich Multi-Modal Implicit Large-Scale Scene Neural Representation AAAI 2024 PMVC: Promoting Multi-View Consistency for 3D Scene Reconstruction WACV 2024 PNeRV: Enhancing Spatial Consistency via Pyramidal Neural Representation for Videos CVPR 2024