🧠 Deep Learning - jhcha.oyo · Scour

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

🤖AI Academic

Intelligent Character Recognition of Handwritten Forms with Deep Neural Networks

🤖AI Academic

Quantifying Uncertainty In Wide Two-Layer Neural Networks: On The Law Of The Limiting Fluctuation Process

🤖AI Academic

Stain-Aware Wavelet Regularization for Instant Adversarial Purification in Histopathology

🤖AI Academic

HalfNet: Randomized Neural Networks with Learned Subspace Geometry

🤖AI Academic

Uniform Stability and Generalization Error of GD and SGD on Fixed-Point Parameters

📈Optimization Academic

Advanced Flood Prediction with Physics-Guided Deep Learning: Combining UNet, FNO, and SAR/Optical Imagery

🤖Machine Learning Academic

GuardNet: Ensemble Strategies of Shallow Neural Networks for Robust Prompt Injection and Jailbreak Detection

🤖AI Academic

Facial Expression Recognition in the Deep Learning Era: A Systematic Multi-Criteria Review of Methods, Models, Datasets, Performance, Challenges, and Future Research Directions

🤖Machine Learning Academic

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

👁️Computer Vision Academic

Beyond the Thin-Layer Limit: Differentiable Volumetric Training for Visible-Range Diffractive Neural Networks

🤖AI Academic

A Topological Characterization of Graph Neural Networks via Stochastic Block Model Embeddings on the n-Sphere

🤖AI Academic

LightVesselNet: An Ultra-Lightweight Sub-100K Parameter Network for Retinal Blood Vessel Segmentation

🤖AI Academic

Data Efficient Complex Feature Fusion Network For Hyperspectral Image Classification

🤖AI Academic

Hybrid quantum-classical physics-informed neural networks for solving nonlinear PDEs: when and where hybridization is effective?

🤖AI Academic

DBHN-Net: Dual-Branch Hybrid Neural Network For Low-Complexity Monaural Speech Enhancement

🤖AI Academic

Multilingual Detection of Alzheimer's Disease from Speech: A Cross-Linguistic Transfer Learning Approach

🤖Machine Learning Academic

Testing Neural Networks via Bayesian-Guided Exploration of Decision Landscapes

🤖AI Academic

Last-layer committee machines for uncertainty estimations of benthic imagery

🎲Probability Academic

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

👁️Computer Vision Academic

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