🧠 Neural Networks - saeedesmaili

BMCR: Adaptive Backbone Module Composition via Reinforcement Learning for Remote Sensing Object Detection

🎮Reinforcement Learning Academic

arxiv.org·

Deep learning for echo sounder data

🤖Machine Learning Academic

arxiv.org·

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

🤖Machine Learning Academic

arxiv.org·

Generalization in Deep Neural Networks: Minimax Rates for Gradient Methods

🤖Machine Learning Academic

arxiv.org·

JGRA: Jacobian Geometry Robustness Assessment in NISQ Noise-Aware Quantum Neural Networks

🤖Machine Learning Academic

arxiv.org·

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

🤖Machine Learning Academic

arxiv.org·

Page image classifier fine-tuned on century-spanning archives of scanned documents for further content-specific processing

🤖Machine Learning Academic

arxiv.org·

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

🤖Machine Learning Academic

arxiv.org·

Theory of learning of high-dimensional controlled non-linear dynamical systems (I): models and methods

🤖Machine Learning Academic

arxiv.org·

Mixture-of-Experts Transformer for Automatic Modulation Recognition

🤖Machine Learning Academic

arxiv.org·

Hybrid CNN-LSTM Framework for Intelligent Cyber Attack Detection and Prevention in U.S. Critical Digital Infrastructure: A Comparative Machine Learning Evaluation on CSE-CIC-IDS2018

🤖Machine Learning Academic

arxiv.org·

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

🤖Machine Learning Academic

arxiv.org·

PolyBuild: An End-to-End Method for Polygonal Building Contour Extraction from High-Resolution Remote Sensing Images

🤖Machine Learning Academic

arxiv.org·

Uncertainty-Aware Adaptive Sensor Fusion for Autonomous Navigation

🤖Machine Learning Academic

arxiv.org·

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

🤖Machine Learning Academic

arxiv.org·

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

🤖Machine Learning Academic

arxiv.org·

Spiking Neural Network inference on FPGAs with hls4ml

🤖Machine Learning Academic

arxiv.org·

Muon Learns More Robust and Transferable Features than Adam

🔬Deep Learning Academic

arxiv.org·

AttentionCap: Transformer Based Capacitance Matrix Learning Toward Full-Chip Extraction

What Makes a Desired Graph for Relational Deep Learning?

BMCR: Adaptive Backbone Module Composition via Reinforcement Learning for Remote Sensing Object Detection

Deep learning for echo sounder data

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

Generalization in Deep Neural Networks: Minimax Rates for Gradient Methods

JGRA: Jacobian Geometry Robustness Assessment in NISQ Noise-Aware Quantum Neural Networks

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

Page image classifier fine-tuned on century-spanning archives of scanned documents for further content-specific processing

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

Theory of learning of high-dimensional controlled non-linear dynamical systems (I): models and methods

Mixture-of-Experts Transformer for Automatic Modulation Recognition

Hybrid CNN-LSTM Framework for Intelligent Cyber Attack Detection and Prevention in U.S. Critical Digital Infrastructure: A Comparative Machine Learning Evaluation on CSE-CIC-IDS2018

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

PolyBuild: An End-to-End Method for Polygonal Building Contour Extraction from High-Resolution Remote Sensing Images

Uncertainty-Aware Adaptive Sensor Fusion for Autonomous Navigation

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

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

Spiking Neural Network inference on FPGAs with hls4ml

Muon Learns More Robust and Transferable Features than Adam