Neural Networks

A Physics-Augmented Deep Learning Framework for Classifying Single Molecule Force Spectroscopy Data ICML 2025 A Pioneering Neural Network Method for Efficient and Robust Fuel Sloshing Simulation in Aircraft AAAI 2025 Approaching Rate-Distortion Limits in Neural Compression with Lattice Transform Coding ICLR 2025 Approximate Equivariance in Reinforcement Learning AISTATS 2025 Approximating Full Conformal Prediction for Neural Network Regression with Gauss-Newton Influence ICLR 2025 Approximating Latent Manifolds in Neural Networks via Vanishing Ideals ICML 2025 Approximation to Smooth Functions by Low-Rank Swish Networks ICML 2025 A Quality-Guided Mixture of Score-Fusion Experts Framework for Human Recognition ICCV 2025 Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models ICML 2025 ArcPro: Architectural Programs for Structured 3D Abstraction of Sparse Points CVPR 2025 A Renormalization Group Framework for Scale-Invariant Feature Learning in Deep Neural Networks (Student Abstract) AAAI 2025 A Rescaling-Invariant Lipschitz Bound Based on Path-Metrics for Modern ReLU Network Parameterizations ICML 2025 ArgMatch: Adaptive Refinement Gathering for Efficient Dense Matching ICCV 2025 A Riemannian Framework for Learning Reduced-order Lagrangian Dynamics ICLR 2025 ARMO: Autoregressive Rigging for Multi-Category Objects ICCV 2025 A Robust Prototype-Based Network with Interpretable RBF Classifier Foundations AAAI 2025 Artificial Kuramoto Oscillatory Neurons ICLR 2025 A Selective Re-learning Mechanism for Hyperspectral Fusion Imaging CVPR 2025 A Semantically Impactful Image Manipulation Dataset: Characterizing Image Manipulations using Semantic Significance WACV 2025 A Square Peg in a Square Hole: Meta-Expert for Long-Tailed Semi-Supervised Learning ICML 2025 Associative memory and dead neurons ICLR 2025 A statistical perspective on algorithm unrolling models for inverse problems JMLR 2025 A Structure-aware and Motion-adaptive Framework for 3D Human Pose Estimation with Mamba ICCV 2025 Asymmetric Factorized Bilinear Operation for Vision Transformer ICLR 2025 Asymmetric Hierarchical Difference-aware Interaction Network for Event-guided Motion Deblurring AAAI 2025