Deep Learning

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What Makes a Desired Graph for Relational Deep Learning?

 🤖Machine Learning  Content type: Academic
arxiv.org·

Enhancing AI Interpretability and Safety through Localised Architectures

 🤖AI  Content type: Academic
arxiv.org·

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

 🤖AI  Content type: Academic
arxiv.org·

Towards Engineering Material Neural Networks

 🤖AI  Content type: Academic
arxiv.org·

Fourier fractal dimension to predict the generalization of deep neural networks

 🤖AI  Content type: Academic
arxiv.org·

Multilevel Stochastic Gradient Descent for Risk-Averse PDE-Constrained Optimization

 📈Optimization  Content type: Academic
arxiv.org·

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

 👁️Computer Vision  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·

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

 🤖Machine Learning  Content type: Academic
arxiv.org·

Uncertainty-Aware Adaptive Sensor Fusion for Autonomous Navigation

 👁️Computer Vision  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·

Gradient descent at the Edge of Stability: free energy model and kinetic description of the two-layer network

 🧠Neural Networks  Content type: Academic
arxiv.org·

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

 🤖AI  Content type: Academic
arxiv.org·

Towards Evaluating the Robustness of Visual State Space Models

 🤖AI  Content type: Academic
arxiv.org·

An Ensembled Latent Factor Model via Differential Evolution and Gradient Descent Optimization

 🤖Machine Learning  Content type: Academic
arxiv.org·

Deep Learning-assisted AMD Staging based on OCT and OCT Angiography

 🤖Machine Learning  Content type: Academic
arxiv.org·

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

 🤖AI  Content type: Academic
arxiv.org·

Formal Concept Lattices are Good Semantic Scaffolds for Concept-Based Learning

 🤖AI  Content type: Academic
arxiv.org·

AIS-Based Vessel Trajectory Prediction Using Memory-Augmented Neural Networks

 🤖AI  Content type: Academic
arxiv.org·

Pseudospectral Bounds for Transient Amplification in Coupled Gradient Descent

 🤖Machine Learning  Content type: Academic
arxiv.org·

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