Neural Networks

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Personalized Deep Learning for Short-Term Forecasting of Impending Atrial Fibrillation from Continuous Wearable ECG Signals

 💬LLMs  Content type: Academic
arxiv.org·

Phantom transitions in language model fine-tuning

 💬LLMs  Content type: Academic
arxiv.org·

Projected Inverse Iteration: An Eigenvalue Approach to Ground-State Computation with Neural Quantum States

 🤖AI  Content type: Academic
arxiv.org·

Flatland: The Adventures of Gradient Descent with Large Step Sizes

 🤖AI  Content type: Academic
arxiv.org·

Classifying galaxies in the Galaxy10 DECals dataset using Inception and Residual CNNs

 🤖AI  Content type: Academic
arxiv.org·

Balancing Real and Synthetic Data for CNN-based Masonry Crack Detection

 🤖AI  Content type: Academic
arxiv.org·

Towards Tight Bounds for Streaming Attention

 💬LLMs  Content type: Academic
arxiv.org·

EssentialGIN: a new approach for gene essentiality prediction based on graph isomorphism neural networks

 🤖AI  Content type: Academic
arxiv.org·

Structured Neuron Pruning in Deep Neural Networks Using Multi-Armed Bandits

 🤖AI  Content type: Academic
arxiv.org·

Principles and Practice of Deep Representation Learning: or a Mathematical Theory of Memory

 🤖AI  Content type: Academic
arxiv.org·

Signed Dual Attention: Capturing Signed Dependencies in Time Series Forecasting

 💬LLMs  Content type: Academic
arxiv.org·

A Machine-Learning Based Approach to the Evaluation of the Critical Scaling Behavior of Anisotropic Spin Systems

 🤖AI  Content type: Academic
arxiv.org·

Multi-View Speech Representation Learning for Parkinson's Disease Detection Using Context-guided Cross-modal Attention

 🔤Language Models  Content type: Academic
arxiv.org·

Angular Sector-Based Sparse Array Design for Adaptive Beamforming Using Deep Learning

 🤖AI  Content type: Academic
arxiv.org·

Crop Recommendation and Agricultural Query Answering System Using Spatio-Temporal Graph Neural Networks and Hybrid Retrieval Augmentation

 🤖AI  Content type: Academic
arxiv.org·

A spectral audit framework reveals task-dependent aperiodic reliance across EEG and ECG deep learning

 🔬Science  Content type: Academic
arxiv.org·

A Mechanistic Analysis of Adversarial Fine-tuning of Vision Transformers

 💬LLMs  Content type: Academic
arxiv.org·

Comparison of Deep Learning Frameworks For Rice Disease Mapping From UAV Multispectral Imaging

 🤖AI  Content type: Academic
arxiv.org·

Information Entropy Based Crystal Structure Prediction of Chemically Disordered Alloys via Graph Convolutional Neural Networks

 🤖AI  Content type: Academic
arxiv.org·

Uncertainty-Aware Adaptive Sensor Fusion for Autonomous Navigation

 🤖AI  Content type: Academic
arxiv.org·
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