Explainable image classification: The journey so far and the road ahead
Explainable Artificial Intelligence (XAI) has emerged as a crucial research area to address
the interpretability challenges posed by complex machine learning models. In this survey …
the interpretability challenges posed by complex machine learning models. In this survey …
SCE: Shared Concept Extractor to Explain a CNN's Classification Dynamics
V Kamakshi, NC Krishnan - Proceedings of the 7th Joint International …, 2024 - dl.acm.org
To better understand how accurate opaque black box models work, it is necessary to explain
their internal workings in terms of human-interpretable image sub-regions known as …
their internal workings in terms of human-interpretable image sub-regions known as …