neural network

A Priori Estimation of the Approximation, Optimization and Generalization Errors of Random Neural Networks for Solving Partial Differential Equations IJCAI 2025 Are Ensembles Getting Better All the Time? JMLR 2025 A Renormalization Group Framework for Scale-Invariant Feature Learning in Deep Neural Networks (Student Abstract) AAAI 2025 ARKit LabelMaker: A New Scale for Indoor 3D Scene Understanding CVPR 2025 A Robust Prototype-Based Network with Interpretable RBF Classifier Foundations AAAI 2025 A Semantic Framework for Neurosymbolic Computation (Abstract Reprint) IJCAI 2025 Assessing Visually-Continuous Corruption Robustness of Neural Networks Relative to Human Performance WACV 2025 Asset Pricing with Contrastive Adversarial Variational Bayes IJCAI 2025 AssistanceZero: Scalably Solving Assistance Games ICML 2025 Associative memory and dead neurons ICLR 2025 Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure ICLR 2025 Attention layers provably solve single-location regression ICLR 2025 A Unified Approach to Interpreting Self-supervised Pre-training Methods for 3D Point Clouds via Interactions CVPR 2025 A Unified Framework to Enforce, Discover, and Promote Symmetry in Machine Learning JMLR 2025 A Unified Interpretation of Training-Time Out-of-Distribution Detection ICCV 2025 A Unified, Resilient, and Explainable Adversarial Patch Detector CVPR 2025 Automatic debiasing of neural networks via moment-constrained learning CLeaR 2025 Avoiding spurious sharpness minimization broadens applicability of SAM ICML 2025 B2Opt: Learning to Optimize Black-box Optimization with Little Budget AAAI 2025 Backdoor Attacks on Neural Networks via One-Bit Flip ICCV 2025 Backdoor Defense via Enhanced Splitting and Trap Isolation ICCV 2025 Bagging-Expert Network for Multi-Task Learning: A Depolarization Solution in Multi-Gate Mixture-of-Experts AAAI 2025 Balancing Interpretability and Flexibility in Modeling Diagnostic Trajectories with an Embedded Neural Hawkes Process Model MLHC 2025 Bayesian Optimization via Continual Variational Last Layer Training ICLR 2025 Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey ACL 2025