Neural Networks

Training Recurrent Neural Networks with Inherent Missing Data for Wearable Device Applications (Student Abstract) AAAI 2025 Transferrable Surrogates in Expressive Neural Architecture Search Spaces AutoML 2025 Transformative or Conservative? Conservation laws for ResNets and Transformers ICML 2025 Transforming Brainwaves into Language: EEG Microstates Meet Text Embedding Models for Dementia Detection ACL 2025 Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries ICML 2025 Transparent Vision: A Theory of Hierarchical Invariant Representations ICCV 2025 Tree-NeRV: Efficient Non-Uniform Sampling for Neural Video Representation via Tree-Structured Feature Grids ICCV 2025 TRENDy: Temporal Regression of Effective Nonlinear Dynamics ICLR 2025 TriTex: Learning Texture from a Single Mesh via Triplane Semantic Features CVPR 2025 TRNeRF: Restoring Blurry Rolling Shutter and Noisy Thermal Images with Neural Radiance Fields WACV 2025 TSC-Net: Prediction of Pedestrian Trajectories by Trajectory-Scene-Cell Classification ICLR 2025 TS-LIF: A Temporal Segment Spiking Neuron Network for Time Series Forecasting ICLR 2025 TSP-Mamba: The Travelling Salesman Problem Meets Mamba for Image Super-resolution and Beyond CVPR 2025 TS-SNN: Temporal Shift Module for Spiking Neural Networks ICML 2025 TS-URGENet: A Three-stage Universal Robust and Generalizable Speech Enhancement Network Interspeech 2025 TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram ICLR 2025 TueCL at SemEval-2025 Task 1: Image-Augmented Prompting and Multimodal Reasoning for Enhanced Idiom Understanding SemEval 2025 Tuning Frequency Bias of State Space Models ICLR 2025 Tuning the Frequencies: Robust Training for Sinusoidal Neural Networks CVPR 2025 TVNet: A Novel Time Series Analysis Method Based on Dynamic Convolution and 3D-Variation ICLR 2025 Two-stream Beats One-stream: Asymmetric Siamese Network for Efficient Visual Tracking AAAI 2025 Typology-Guided Adaptation in Multilingual Models ACL 2025 UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks AAAI 2025 U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation AAAI 2025 Ultra-Sparse Memory Network ICLR 2025