InterPartAbility performs explicit part-wise matching in text-to-image person re-identification via a patch-phrase interaction module to produce grounded explanations and achieves SOTA interpretability scores while maintaining competitive retrieval accuracy.
In: Proceedings of the AAAI Conference on Artificial Intelligence (2024) 4, 15
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InterPartAbility: Text-Guided Part Matching for Interpretable Person Re-Identification
InterPartAbility performs explicit part-wise matching in text-to-image person re-identification via a patch-phrase interaction module to produce grounded explanations and achieves SOTA interpretability scores while maintaining competitive retrieval accuracy.