Deep Learning

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Optimizing Energy-based Neural Network Training with Coherent Ising Machine

馃搱OptimizationContent type: Academic
arxiv.org

Pytorch for Neural Networks Part 6: Understanding Epochs and Loss

馃搱OptimizationContent type: Blog
dev.toDEV

Enhancing AI Interpretability and Safety through Localised Architectures

馃幁Anthropic ClaudeContent type: Academic
arxiv.org

From Spikes to Insights: Mastering CGM Glucose Prediction with Transformers and PyTorch

馃Machine LearningContent type: Blog
dev.toDEV

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

馃Machine LearningContent type: Academic
arxiv.org

Scaling Neural Network Verification with Tensor Parallelism and Fully Sharded Data Parallelism

馃Machine LearningContent type: Academic
arxiv.org

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

馃幃Reinforcement LearningContent type: Academic
arxiv.org

What Makes a Desired Graph for Relational Deep Learning?

馃Machine LearningContent type: Academic
arxiv.org

Flatland: The Adventures of Gradient Descent with Large Step Sizes

馃搱OptimizationContent type: Academic
arxiv.org

Achieving Rotation-Invariant Convolution via Non-Learnable Orientation Alignment Operators

馃Machine LearningContent type: Academic
arxiv.org

Second-Order Path Kernel Interpolation Formulas in Machine Learning

馃搱OptimizationContent type: 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

馃Machine LearningContent type: Academic
arxiv.org

Video-Based Prediction of In-Flight Particle Characteristics in Atmospheric Plasma Spraying

馃幃Game DevelopmentContent type: Academic
arxiv.org

Uncertainty-Aware Adaptive Sensor Fusion for Autonomous Navigation

馃Machine LearningContent type: Academic
arxiv.org

Physiologically Constrained Musculoskeletal Neural Network for Multi-DoF Joint Kinematics Estimation from Partially Observed sEMG

馃搱OptimizationContent type: Academic
arxiv.org

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

馃Machine LearningContent type: Academic
arxiv.org

Knockoffs-based False Discovery Rate Control and Simplification for Deep Neural Networks

馃Machine LearningContent type: Academic
arxiv.org

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

馃TransformersContent type: Academic
arxiv.org

SABLE: GPU-Based Power Flow Accelerator for Sparsity-Aware Batched Learning

馃Machine LearningContent type: Academic
arxiv.org

Curvature-aware dynamic precision approach for physics-informed neural networks

馃敟PyTorchContent type: Academic
arxiv.org

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