Tiny ImageNet

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// recent coverage 2 mentions

04:00

2026-08-18

arxiv.org

machine-learning

On Cross-Validation for Hyperparameter Optimization of Deep Learning Image Classifiers

A new arXiv preprint (2608.14705v1) comparing hyperparameter optimization protocols for deep learning image classifiers found that 5-fold cross-validation reduces absolute performance-estimation error…

04:00

2026-06-30

arxiv.org

computer-vision

AEGIS: A Semantic GAN and Evidential Learning Frameworkfor Robust Adversarial Detection in Vision Sensors

Researchers introduced AEGIS, a semantic-aware adversarial detection framework for vision sensors, combining a SemantiGAN module and evidential deep learning to filter adversarial inputs and provide c…

// co-occurs with top 8 entities

AEGIS 1 SemantiGAN 1 FGSM 1 PGD 1 Dirichlet distribution 1 Evidential Deep Learning 1 arXiv 1 ResNet-18 1

// topics top 6 topics

machine learning 2 computer vision 1 ai safety 1 neural networks 1 generative ai 1 artificial intelligence 1