[HTML][HTML] Explainable AI (XAI) in image segmentation in medicine, industry, and beyond: A survey
Explainable AI (XAI) has found numerous applications in computer vision. While image
classification-based explainability techniques have garnered significant attention, their …
classification-based explainability techniques have garnered significant attention, their …
[PDF][PDF] Post-hoc XAI in medical image segmentation: The journey thus far
An updated version of this paper has been published and can be accessed here: https://hal.
science/hal-04728928/document. Deep learning models have shown tremendous gains in …
science/hal-04728928/document. Deep learning models have shown tremendous gains in …
A Guided Tour of Post-hoc XAI Techniques in Image Segmentation
Deep learning models have shown tremendous gains in computer vision in the last decade.
However, given their highly non-linear nature, they are often seen as black-boxes. This has …
However, given their highly non-linear nature, they are often seen as black-boxes. This has …