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Neural Networks

11300 directly classified papers

Papers per year

Papers

Representing Sounds as Neural Amplitude Fields: A Benchmark of Coordinate-MLPs and a Fourier Kolmogorov-Arnold Framework AAAI 2025
Pose-Based Temporal Convolutional Networks for Isolated Indian Sign Language Word Recognition IJCNLP 2025
2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification CVPR 2025
Feature Learning in Finite-Width Bayesian Deep Linear Networks with Multiple Outputs and Convolutional Layers JMLR 2025
Semi-Implicit Neural Ordinary Differential Equations AAAI 2025
Mixture of Experts as Representation Learner for Deep Multi-View Clustering AAAI 2025
M3amba: Memory Mamba is All You Need for Whole Slide Image Classification CVPR 2025
QCNN-MFND: A Novel Quantum CNN Framework for Multimodal Fake News Detection in Social Media IJCNLP 2025
DocMamba: Efficient Document Pre-training with State Space Model AAAI 2025
SSAN: A Symbol Spatial-Aware Network for Handwritten Mathematical Expression Recognition AAAI 2025
VI^3NR: Variance Informed Initialization for Implicit Neural Representations CVPR 2025
Neural Control and Certificate Repair via Runtime Monitoring AAAI 2025
Indian Sign Language Recognition and Translation into Odia IJCNLP 2025
Polarity inversion operators in PLM CONLL 2025
SoundVista: Novel-View Ambient Sound Synthesis via Visual-Acoustic Binding CVPR 2025
On the Ability of Deep Networks to Learn Symmetries from Data: A Neural Kernel Theory JMLR 2025
Spiking Point Transformer for Point Cloud Classification AAAI 2025
Set-Valued Sensitivity Analysis of Deep Neural Networks AAAI 2025
Neural Networks Perform Sufficient Dimension Reduction AAAI 2025
MLC-NC: Long-Tailed Multi-Label Image Classification Through the Lens of Neural Collapse AAAI 2025
On the Expressiveness and Length Generalization of Selective State Space Models on Regular Languages AAAI 2025
CamPoint: Boosting Point Cloud Segmentation with Virtual Camera CVPR 2025
3D Gaussian Head Avatars with Expressive Dynamic Appearances by Compact Tensorial Representations CVPR 2025
FSTA-SNN:Frequency-Based Spatial-Temporal Attention Module for Spiking Neural Networks AAAI 2025
Fine-Grained Detection of AI-Generated Text Using Sentence-Level Segmentation IJCNLP 2025