Neural Networks

The late-stage training dynamics of (stochastic) subgradient descent on homogeneous neural networks COLT 2025 The Master Key Filters Hypothesis: Deep Filters Are General AAAI 2025 Theoretically Unmasking Inference Attacks Against LDP-Protected Clients in Federated Vision Models ICML 2025 Theory-Inspired Deep Multi-View Multi-Label Learning with Incomplete Views and Noisy Labels CVPR 2025 Theory on Mixture-of-Experts in Continual Learning ICLR 2025 The PRECOM-SM Corpus: Gambling in Spanish Social Media COLING 2025 The Price of Freedom: Exploring Expressivity and Runtime Tradeoffs in Equivariant Tensor Products ICML 2025 The Transfer Neurons Hypothesis: An Underlying Mechanism for Language Latent Space Transitions in Multilingual LLMs EMNLP 2025 Three-Dimensional Trajectory Prediction with 3DMoTraj Dataset ICML 2025 Three Mechanisms of Feature Learning in a Linear Network ICLR 2025 TIGER: Time-frequency Interleaved Gain Extraction and Reconstruction for Efficient Speech Separation ICLR 2025 Tightening Robustness Verification of MaxPool-based Neural Networks via Minimizing the Over-Approximation Zone CVPR 2025 Tiling artifacts and trade-offs of feature normalization in the segmentation of large biological images ICCV 2025 Time-Aware Auto White Balance in Mobile Photography ICCV 2025 Time-Aware World Model for Adaptive Prediction and Control ICML 2025 TimeKAN: KAN-based Frequency Decomposition Learning Architecture for Long-term Time Series Forecasting ICLR 2025 TimePoint: Accelerated Time Series Alignment via Self-Supervised Keypoint and Descriptor Learning ICML 2025 Time Series Representations with Hard-Coded Invariances ICML 2025 Time to Spike? Understanding the Representational Power of Spiking Neural Networks in Discrete Time ICML 2025 TinyViM: Frequency Decoupling for Tiny Hybrid Vision Mamba ICCV 2025 T-MES: Trait-Aware Mix-of-Experts Representation Learning for Multi-trait Essay Scoring COLING 2025 Top-Down Guidance for Learning Object-Centric Representations IJCAI 2025 Topological Blindspots: Understanding and Extending Topological Deep Learning Through the Lens of Expressivity ICLR 2025 Toward Generalizing Visual Brain Decoding to Unseen Subjects ICLR 2025 Towards a 3D Transfer-based Black-box Attack via Critical Feature Guidance ICCV 2025