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cs.CV2026
WeNLEX: Weakly Supervised Natural Language Explanations for Multilabel Chest X-ray Classification
Isabel Rio-Torto, Jaime S. Cardoso, Luís F. Teixeira
Natural language explanations provide an inherently human-understandable way to explain black-box models, closely reflecting how radiologists convey their diagnoses in textual repo…
cs.CV2023
DeViL: Decoding Vision features into Language
Meghal Dani, Isabel Rio-Torto, Stephan Alaniz +1
Post-hoc explanation methods have often been criticised for abstracting away the decision-making process of deep neural networks. In this work, we would like to provide natural lan…