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cs.LG2024
ConceptLens: from Pixels to Understanding
Abhilekha Dalal, Pascal Hitzler
ConceptLens is an innovative tool designed to illuminate the intricate workings of deep neural networks (DNNs) by visualizing hidden neuron activations. By integrating deep learnin…
cs.LG2024
Error-margin Analysis for Hidden Neuron Activation Labels
Abhilekha Dalal, Rushrukh Rayan, Pascal Hitzler
Understanding how high-level concepts are represented within artificial neural networks is a fundamental challenge in the field of artificial intelligence. While existing literatur…