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Neural Networks

11300 directly classified papers

Papers per year

Papers

Cascade of phase transitions in the training of energy-based models NIPS 2024
byteLLM@LT-EDI-2024: Homophobia/Transphobia Detection in Social Media Comments - Custom Subword Tokenization with Subword2Vec and BiLSTM EACL 2024
Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception NIPS 2024
Detecting Sexual Content at the Sentence Level in First Millennium Latin Texts COLING 2024
Analysis of Glyph and Writing System Similarities Using Siamese Neural Networks COLING 2024
Provable Tempered Overfitting of Minimal Nets and Typical Nets NIPS 2024
Habesha@DravidianLangTech 2024: Detecting Fake News Detection in Dravidian Languages using Deep Learning EACL 2024
EnOF-SNN: Training Accurate Spiking Neural Networks via Enhancing the Output Feature NIPS 2024
Exploring Token Pruning in Vision State Space Models NIPS 2024
Pairing Orthographically Variant Literary Words to Standard Equivalents Using Neural Edit Distance Models EACL 2024
DOFEN: Deep Oblivious Forest ENsemble NIPS 2024
Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness NIPS 2024
Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization NIPS 2024
The Challenges of the Nonlinear Regime for Physics-Informed Neural Networks NIPS 2024
TreeForm: End-to-end Annotation and Evaluation for Form Document Parsing EACL 2024
The Expressive Capacity of State Space Models: A Formal Language Perspective NIPS 2024
Assessing Pre-Built Speaker Recognition Models for Endangered Language Data COLING 2024
DenoiseRep: Denoising Model for Representation Learning NIPS 2024
Exploring the impact of noise in low-resource ASR for Tamil EACL 2024
$\boldsymbol{\mu}\mathbf{P^2}$: Effective Sharpness Aware Minimization Requires Layerwise Perturbation Scaling NIPS 2024
From GARCH to Neural Network for Volatility Forecast AAAI 2024
Quantum-Inspired Neural Network with Runge-Kutta Method AAAI 2024
Conditional Backdoor Attack via JPEG Compression AAAI 2024
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network NIPS 2024
Zavira@DravidianLangTech 2024:Telugu hate speech detection using LSTM EACL 2024