Neural Networks

Weight Entropy-Maximised Evidential Metamodel for Uncertainty Quantification (Student Abstract) AAAI 2026 WeightFlow: Learning Stochastic Dynamics via Evolving Weight of Neural Network AAAI 2026 When Both Layers Learn: Training Dynamics of Representing Linear Models via ReLU Networks COLT 2026 Where is the Watermark? Interpretable Watermark Detection at the Block Level WACV 2026 WinMamba: Multi-Scale Shifted Windows in State Space Model for 3D Object Detection AAAI 2026 XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark EACL 2026 2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification CVPR 2025 3D Dental Model Segmentation with Geometrical Boundary Preserving CVPR 2025 3D Gaussian Head Avatars with Expressive Dynamic Appearances by Compact Tensorial Representations CVPR 2025 3D-HGS: 3D Half-Gaussian Splatting CVPR 2025 3DHumanEdit: Multi-modal Body Part-aware Conditioning Information Integration for 3D Human Manipulation AAAI 2025 3DMambaIPF: A State Space Model for Iterative Point Cloud Filtering via Differentiable Rendering AAAI 2025 3D Student Splatting and Scooping CVPR 2025 3MDBench: Medical Multimodal Multi-agent Dialogue Benchmark EMNLP 2025 4Deform: Neural Surface Deformation for Robust Shape Interpolation CVPR 2025 A Bregman Proximal Viewpoint on Neural Operators ICML 2025 Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity ICML 2025 Accelerating PDE-Constrained Optimization by the Derivative of Neural Operators ICML 2025 Accurate Identification of Communication Between Multiple Interacting Neural Populations ICML 2025 A Chaotic Dynamics Framework Inspired by Dorsal Stream for Event Signal Processing ICML 2025 ACL: Activating Capability of Linear Attention for Image Restoration CVPR 2025 A Closer Look into Mixture-of-Experts in Large Language Models NAACL 2025 A Combinatorial Approach to Neural Emergent Communication COLING 2025 A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance Imaging AAAI 2025 A Comprehensive and Systematic Review for Deep Learning-Based De Novo Peptide Sequencing IJCAI 2025