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Neural Networks

11300 directly classified papers

Papers per year

Papers

Defending Against Backdoor Attacks by Layer-wise Feature Analysis (Extended Abstract) IJCAI 2024
Restoring Ancient Ideograph: A Multimodal Multitask Neural Network Approach COLING 2024
Accelerating UMR Adoption: Neuro-Symbolic Conversion from AMR-to-UMR with Low Supervision COLING 2024
Frequency Decoupling for Motion Magnification via Multi-Level Isomorphic Architecture CVPR 2024
Modeling Selective Feature Attention for Lightweight Text Matching IJCAI 2024
Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds CVPR 2024
Federated Learning over Connected Modes NIPS 2024
SEMANTIFY: Unveiling Memes with Robust Interpretability beyond Input Attribution IJCAI 2024
Neural Redshift: Random Networks are not Random Functions CVPR 2024
OUCopula: Bi-Channel Multi-Label Copula-Enhanced Adapter-Based CNN for Myopia Screening Based on OU-UWF Images IJCAI 2024
Toward Efficient Inference for Mixture of Experts NIPS 2024
Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations IJCAI 2024
Combining Frame and GOP Embeddings for Neural Video Representation CVPR 2024
myMediCon: End-to-End Burmese Automatic Speech Recognition for Medical Conversations COLING 2024
Developing a Part-of-speech Tagger for Diplomatically Edited Old Irish Text COLING 2024
An NCDE-based Framework for Universal Representation Learning of Time Series IJCAI 2024
AFBench: A Large-scale Benchmark for Airfoil Design NIPS 2024
LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory IJCAI 2024
How Do Hyenas Deal with Human Speech? Speech Recognition and Translation with ConfHyena COLING 2024
Causality-enhanced Discreted Physics-informed Neural Networks for Predicting Evolutionary Equations IJCAI 2024
Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View NIPS 2024
Combinatorial Routing for Neural Trees IJCAI 2024
EvDiG: Event-guided Direct and Global Components Separation CVPR 2024
Interpretable Assessment of Speech Intelligibility Using Deep Learning: A Case Study on Speech Disorders Due to Head and Neck Cancers COLING 2024
Deep Neural Networks via Complex Network Theory: A Perspective IJCAI 2024