Neural Networks

On the Weight Dynamics of Deep Normalized Networks ICML 2024 OOVs in the Spotlight: How to Inflect Them? COLING 2024 OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise Features and Rendered Novel Views ICLR 2024 Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations AAAI 2024 Operator learning without the adjoint JMLR 2024 Operator SVD with Neural Networks via Nested Low-Rank Approximation ICML 2024 Optimal Bump Functions for Shallow ReLU networks: Weight Decay, Depth Separation, Curse of Dimensionality JMLR 2024 Optimal deep learning of holomorphic operators between Banach spaces NeurIPS 2024 Optimal Recurrent Network Topologies for Dynamical Systems Reconstruction ICML 2024 OPTIMAL ROBUST MEMORIZATION WITH RELU NEURAL NETWORKS ICLR 2024 Optimal Transport Aggregation for Visual Place Recognition CVPR 2024 OrbitGrasp: SE(3)-Equivariant Grasp Learning CoRL 2024 Orchid: Flexible and Data-Dependent Convolution for Sequence Modeling NeurIPS 2024 OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning CVPR 2024 Orthogonal Dictionary Guided Shape Completion Network for Point Cloud AAAI 2024 OSFFNet: Omni-Stage Feature Fusion Network for Lightweight Image Super-Resolution AAAI 2024 OSN: Infinite Representations of Dynamic 3D Scenes from Monocular Videos ICML 2024 OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization ICML 2024 OUCopula: Bi-Channel Multi-Label Copula-Enhanced Adapter-Based CNN for Myopia Screening Based on OU-UWF Images IJCAI 2024 Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble ICML 2024 OVeNet: Offset Vector Network for Semantic Segmentation WACV 2024 Overcoming the Optimizer’s Curse: Obtaining Realistic Prescriptions from Neural Networks ICML 2024 Overparametrized Multi-layer Neural Networks: Uniform Concentration of Neural Tangent Kernel and Convergence of Stochastic Gradient Descent JMLR 2024 P^2C^2Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics NeurIPS 2024 PAC-Bayes Generalisation Bounds for Dynamical Systems including Stable RNNs AAAI 2024