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Neural Networks

11300 directly classified papers

Papers per year

Papers

On Non-asymptotic Theory of Recurrent Neural Networks in Temporal Point Processes JMLR 2025
Spectral Informed Mamba for Robust Point Cloud Processing CVPR 2025
Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach ACL 2025
DnLUT: Ultra-Efficient Color Image Denoising via Channel-Aware Lookup Tables CVPR 2025
Theory-Inspired Deep Multi-View Multi-Label Learning with Incomplete Views and Noisy Labels CVPR 2025
OffsetOPT: Explicit Surface Reconstruction without Normals CVPR 2025
Automated Fine-Grained Mixture-of-Experts Quantization ACL 2025
Tree-NeRV: Efficient Non-Uniform Sampling for Neural Video Representation via Tree-Structured Feature Grids ICCV 2025
Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP AAAI 2025
Random ReLU Neural Networks as Non-Gaussian Processes JMLR 2025
Enhanced Feature Learning via Regularisation: Integrating Neural Networks and Kernel Methods JMLR 2025
Free360: Layered Gaussian Splatting for Unbounded 360-Degree View Synthesis from Extremely Sparse and Unposed Views CVPR 2025
Pose-Based Temporal Convolutional Networks for Isolated Indian Sign Language Word Recognition IJCNLP 2025
MetricGrids: Arbitrary Nonlinear Approximation with Elementary Metric Grids based Implicit Neural Representation CVPR 2025
CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP ACL 2025
Bridge 2D-3D: Uncertainty-aware Hierarchical Registration Network with Domain Alignment AAAI 2025
SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks AAAI 2025
Curved Worlds, Clear Boundaries: Generalizing Speech Deepfake Detection using Hyperbolic and Spherical Geometry Spaces IJCNLP 2025
Incongruity-aware Tension Field Network for Multi-modal Sarcasm Detection ACL 2025
VISTREAM: Improving Computation Efficiency of Visual Streaming Perception via Law-of-Charge-Conservation Inspired Spiking Neural Network CVPR 2025
Unlocking Better Closed-Set Alignment Based on Neural Collapse for Open-Set Recognition AAAI 2025
Event-based Video Super-Resolution via State Space Models CVPR 2025
TriTex: Learning Texture from a Single Mesh via Triplane Semantic Features CVPR 2025
High-quality Point Cloud Oriented Normal Estimation via Hybrid Angular and Euclidean Distance Encoding CVPR 2025
Noise-Injected Spiking Graph Convolution for Energy-Efficient 3D Point Cloud Denoising AAAI 2025