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39 Results
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Poster
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Concept-level Debugging of Part-Prototype Networks Andrea Bontempelli · Stefano Teso · Katya Tentori · Fausto Giunchiglia · Andrea Passerini |
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Workshop
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Fri 1:10 |
Towards Explainable Land Cover Mapping: a Counterfactual-based Strategy Cassio Dantas · Diego Marcos · Dino Ienco |
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Poster
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On the Trade-Off between Actionable Explanations and the Right to be Forgotten Martin Pawelczyk · Tobias Leemann · Asia Biega · Gjergji Kasneci |
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Poster
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Mon 2:30 |
DAG Matters! GFlowNets Enhanced Explainer for Graph Neural Networks Wenqian Li · Yinchuan Li · Zhigang Li · Jianye HAO · Yan Pang |
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Poster
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Mon 2:30 |
Explaining Temporal Graph Models through an Explorer-Navigator Framework Wenwen Xia · Mincai Lai · Caihua Shan · Yao Zhang · Xinnan Dai · Xiang Li · Dongsheng Li |
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Poster
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CoRTX: Contrastive Framework for Real-time Explanation Yu-Neng Chuang · Guanchu Wang · Fan Yang · Quan Zhou · Pushkar Tripathi · Xuanting Cai · Xia Hu |
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Workshop
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Fri 1:30 |
EXPLAINING MULTIMODAL DATA FUSION: OCCLUSION ANALYSIS FOR WILDERNESS MAPPING Burak Ekim · Michael Schmitt |
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Poster
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Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse Martin Pawelczyk · Teresa Datta · Johan Van den Heuvel · Gjergji Kasneci · Hima Lakkaraju |
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Poster
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Mon 7:30 |
Variational Information Pursuit for Interpretable Predictions Aditya Chattopadhyay · Kwan Ho Ryan Chan · Benjamin Haeffele · Donald Geman · Rene Vidal |
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Poster
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On Explaining Neural Network Robustness with Activation Path Ziping Jiang |
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Poster
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Wed 2:30 |
Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy Logic Zijun Wu · Zi Xuan Zhang · Atharva Naik · Zhijian Mei · Mauajama Firdaus · Lili Mou |
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Poster
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Distributionally Robust Recourse Action Duy Nguyen · Ngoc Bui · Viet Anh Nguyen |