Neural Networks

Neural Discovery in Mathematics: Do Machines Dream of Colored Planes? ICML 2025 NeuraLeaf: Neural Parametric Leaf Models with Shape and Deformation Disentanglement ICCV 2025 Neural Fluid Simulation on Geometric Surfaces ICLR 2025 Neural Functions for Learning Periodic Signal ICLR 2025 Neural Interpretable PDEs: Harmonizing Fourier Insights with Attention for Scalable and Interpretable Physics Discovery ICML 2025 Neural Inverse Rendering from Propagating Light CVPR 2025 Neural networks on Symmetric Spaces of Noncompact Type ICLR 2025 Neural Networks Perform Sufficient Dimension Reduction AAAI 2025 Neural Operators for Predictor Feedback Control of Nonlinear Delay Systems L4DC 2025 Neural Phylogeny: Fine-Tuning Relationship Detection among Neural Networks ICLR 2025 Neural Reasoning for Sure Through Constructing Explainable Models AAAI 2025 Neural Reasoning Networks: Efficient Interpretable Neural Networks with Automatic Textual Explanations AAAI 2025 Neural SDF for Shadow-Aware Unsupervised Structured Light WACV 2025 Neural Solver Selection for Combinatorial Optimization ICML 2025 NeuralSVCD for Efficient Swept Volume Collision Detection CoRL 2025 Neural Variable-Order Fractional Differential Equation Networks AAAI 2025 Neural Wave Equation for Irregularly Sampled Sequence Data ICLR 2025 NeurFlow: Interpreting Neural Networks through Neuron Groups and Functional Interactions ICLR 2025 Neuromanifold-Regularized KANs for Shape-fair Feature Representations ICCV 2025 Neuromorphic Sequential Arena: A Benchmark for Neuromorphic Temporal Processing IJCAI 2025 Neuron-Level Differentiation of Memorization and Generalization in Large Language Models EMNLP 2025 Neuron Similarity-Based Neural Network Verification via Abstraction and Refinement IJCAI 2025 NeuronTune: Towards Self-Guided Spurious Bias Mitigation ICML 2025 Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors (Extended Abstract) IJCAI 2025 Nexus: Adaptive Upcycling to Efficiently Pretrain Mixture of Experts EMNLP 2025