Neural Networks

United We Stand: Using Epoch-Wise Agreement of Ensembles to Combat Overfit AAAI 2024 Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function Classes ICML 2024 Universal In-Context Approximation By Prompting Fully Recurrent Models NeurIPS 2024 Universality of Linear Recurrences Followed by Non-linear Projections: Finite-Width Guarantees and Benefits of Complex Eigenvalues ICML 2024 Universal Neural Functionals NeurIPS 2024 Universal Representation of Permutation-Invariant Functions on Vectors and Tensors ALT 2024 Unleashing Network Potentials for Semantic Scene Completion CVPR 2024 Unplugged K-12 AI Learning: Exploring Representation and Reasoning with a Facial Recognition Game AAAI 2024 Unraveling Pain Levels: A Data-Uncertainty Guided Approach for Effective Pain Assessment AAAI 2024 Unsigned Orthogonal Distance Fields: An Accurate Neural Implicit Representation for Diverse 3D Shapes CVPR 2024 Unsupervised Deep Learning Method for Bias Correction MIDL 2024 Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms NeurIPS 2024 Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs EMNLP 2024 Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness NeurIPS 2024 Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning AAAI 2024 Unveiling Options with Neural Network Decomposition ICLR 2024 Unveiling the Dynamics of Information Interplay in Supervised Learning ICML 2024 Unveiling the Unseen: Identifiable Clusters in Trained Depthwise Convolutional Kernels ICLR 2024 Upping the Game: How 2D U-Net Skip Connections Flip 3D Segmentation NeurIPS 2024 USDN: A Unified Sample-Wise Dynamic Network With Mixed-Precision and Early-Exit WACV 2024 Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs ICML 2024 Variational Bayesian Last Layers ICLR 2024 Variational Distillation of Diffusion Policies into Mixture of Experts NeurIPS 2024 Variation Spaces for Multi-Output Neural Networks: Insights on Multi-Task Learning and Network Compression JMLR 2024 Vector Poetics: Parallel Couplet Detection in Classical Chinese Poetry EMNLP 2024