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Neural Networks

11300 directly classified papers

Papers per year

Papers

EAMamba: Efficient All-Around Vision State Space Model for Image Restoration ICCV 2025
Bridging the Faithfulness Gap in Prototypical Models NAACL 2025
Learning Hierarchical Line Buffer for Image Processing ICCV 2025
Self-Calibrated Variance-Stabilizing Transformations for Real-World Image Denoising ICCV 2025
Gain-MLP: Improving HDR Gain Map Encoding via a Lightweight MLP ICCV 2025
Data-free Universal Adversarial Perturbation with Pseudo-semantic Prior CVPR 2025
From Faces to Voices: Learning Hierarchical Representations for High-quality Video-to-Speech CVPR 2025
Tightening Robustness Verification of MaxPool-based Neural Networks via Minimizing the Over-Approximation Zone CVPR 2025
Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network CVPR 2025
DeepLA-Net: Very Deep Local Aggregation Networks for Point Cloud Analysis CVPR 2025
MFNeRF: Memory Efficient NeRF with Mixed-Feature Hash Table WACV 2025
Guardian of the Ensembles: Introducing Pairwise Adversarially Robust Loss for Resisting Adversarial Attacks in DNN Ensembles WACV 2025
Probing Neural Network Generalization using Default Patterns NAACL 2025
BANet: Bilateral Aggregation Network for Mobile Stereo Matching ICCV 2025
FSTA-SNN:Frequency-Based Spatial-Temporal Attention Module for Spiking Neural Networks AAAI 2025
StreamGS: Online Generalizable Gaussian Splatting Reconstruction for Unposed Image Streams ICCV 2025
LMO: Linear Mamba Operator for MRI Reconstruction CVPR 2025
Feature Spectrum Learning for Remote Sensing Change Detection CVPR 2025
Global Convergence of Adjoint-Optimized Neural PDEs JMLR 2025
BioNet and NeFF: Crop Biomass Prediction from Point Clouds to Drone Imagery WACV 2025
NAT: Learning to Attack Neurons for Enhanced Adversarial Transferability WACV 2025
Physics Informed Kolmogorov-Arnold Neural Networks for Dynamical Analysis via Efficient-KAN and WAV-KAN JMLR 2025
Interpretable Global Minima of Deep ReLU Neural Networks on Sequentially Separable Data JMLR 2025
A Unified Framework to Enforce, Discover, and Promote Symmetry in Machine Learning JMLR 2025
Bridging Linguistic Complexity: Sentiment Analysis of Tamil Code-Mixed Text Using Meta-Model NAACL 2025