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Neural Networks

11300 directly classified papers

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Papers

Worst-Case VCG Redistribution Mechanism Design Based on the Lottery Ticket Hypothesis AAAI 2024
SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation NIPS 2024
On the Expressivity of Recurrent Neural Cascades AAAI 2024
Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks JMLR 2024
Deep Neural Network Approximation of Invariant Functions through Dynamical Systems JMLR 2024
Understanding the Generalization Benefits of Late Learning Rate Decay AISTATS 2024
Feature Distribution Matching by Optimal Transport for Effective and Robust Coreset Selection AAAI 2024
Theory-guided Message Passing Neural Network for Probabilistic Inference AISTATS 2024
Another Way to the Top: Exploit Contextual Clustering in Learned Image Coding AAAI 2024
Back to the Continuous Attractor NIPS 2024
Quantized Fourier and Polynomial Features for more Expressive Tensor Network Models AISTATS 2024
Multi-Domain Deep Learning from a Multi-View Perspective for Cross-Border E-commerce Search AAAI 2024
Wide Two-Layer Networks can Learn from Adversarial Perturbations NIPS 2024
NegVSR: Augmenting Negatives for Generalized Noise Modeling in Real-world Video Super-Resolution AAAI 2024
Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification AISTATS 2024
Memorization With Neural Nets: Going Beyond the Worst Case JMLR 2024
Uncovering the Handwritten Text in the Margins: End-to-end Handwritten Text Detection and Recognition EACL 2024
Analysing relevance of Discourse Structure for Improved Mental Health Estimation EACL 2024
BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts NIPS 2024
byteSizedLLM@DravidianLangTech 2024: Fake News Detection in Dravidian Languages - Unleashing the Power of Custom Subword Tokenization with Subword2Vec and BiLSTM EACL 2024
KEC_HAWKS@DravidianLangTech 2024 : Detecting Malayalam Fake News using Machine Learning Models EACL 2024
Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization NIPS 2024
Binary_Beasts@DravidianLangTech-EACL 2024: Multimodal Abusive Language Detection in Tamil based on Integrated Approach of Machine Learning and Deep Learning Techniques EACL 2024
MomentumSMoE: Integrating Momentum into Sparse Mixture of Experts NIPS 2024
Neural Network Approximators for Marginal MAP in Probabilistic Circuits AAAI 2024