Tech Xplore on MSN

Stress-testing AI vision systems: Rethinking how adversarial images are generated

Deep neural networks (DNNs) have become a cornerstone of modern AI technology, driving a thriving field of research in ...
Domain

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IEEE

A New Image Sharpening Filter Based on Gradient and Retinex-Inspired Contrast

Abstract: Image edges are essential for understanding and processing the content of the acquired scene, but a clear edge detection is not always possible. Unfavorable environmental conditions, poor ...
IEEE

Self-Supervised Spatial-Temporal Consistency for Source-Free Domain Adaptive Segmentation in Remote Sensing Images

Abstract: In conventional Unsupervised domain adaptation (UDA), model knowledge is transferred to the target domain with access to annotated source data, which is an unsuitable strategy for ...
GitHub

GAPrune: Gradient-Alignment Pruning for Domain-Aware Embeddings

GAPrune is a novel pruning framework for domain-specific pruning of embedding models. It preserves both general linguistic foundations and domain-specific ...
GitHub

Interactive visualization of gradient descent optimization algorithms. Demonstrates learning dynamics, convergence behavior, and parameter updates for machine learning education.

Multiple learning rate comparisons (0.01, 0.05, 0.1, 0.5, 1.0) Activation function analysis Training vs testing accuracy evaluation Regularization techniques (L2) ...