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05/28/2023
KAFA: Rethinking Image Ad Understanding with Knowledge-Augmented Feature Adaptation of Vision-Language Models
Image ad understanding is a crucial task with wide real-world applicatio...
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12/19/2022
MetaCLUE: Towards Comprehensive Visual Metaphors Research
Creativity is an indispensable part of human cognition and also an inher...
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01/26/2022
Attention cannot be an Explanation
Attention based explanations (viz. saliency maps), by providing interpre...
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01/24/2022
Question Generation for Evaluating Cross-Dataset Shifts in Multi-modal Grounding
Visual question answering (VQA) is the multi-modal task of answering nat...
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01/17/2022
Discourse Analysis for Evaluating Coherence in Video Paragraph Captions
Video paragraph captioning is the task of automatically generating a coh...
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09/03/2021
CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition Models
We propose CX-ToM, short for counterfactual explanations with theory-of ...
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05/04/2020
Words aren't enough, their order matters: On the Robustness of Grounding Visual Referring Expressions
Visual referring expression recognition is a challenging task that requi...
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09/15/2019
X-ToM: Explaining with Theory-of-Mind for Gaining Justified Human Trust
We present a new explainable AI (XAI) framework aimed at increasing just...
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03/13/2019
Natural Language Interaction with Explainable AI Models
This paper presents an explainable AI (XAI) system that provides explana...
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03/06/2019