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Workshop
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Concept-aware Data Construction Improves In-context Learning of Language Models
Michal Štefánik · Marek Kadlčík · Petr Sojka
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Workshop
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Improving Intervention Efficacy via Concept Realignment in Concept Bottleneck Models
Nishad Singhi · Karsten Roth · Jae Myung Kim · Zeynep Akata
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Workshop
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Data Alignment for Zero-Shot Concept Generation in Dermatology AI
Soham Gadgil · Mahtab Bigverdi
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Workshop
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Less is More: Discovering Concise Network Explanations
Neehar Kondapaneni · Markus Marks · Oisin Mac Aodha · Pietro Perona
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Workshop
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Sat 4:15
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Provocations & Sharing Concepts in AI & Culture
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Workshop
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Sat 4:15
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Shared Concepts & Provocations
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Poster
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Tue 1:45
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InfoCon: Concept Discovery with Generative and Discriminative Informativeness
Ruizhe Liu · Qian Luo · Yanchao Yang
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Poster
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Fri 7:30
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Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations
Xinyue Xu · Yi Qin · Lu Mi · Hao Wang · Xiaomeng Li
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Poster
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Thu 7:30
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Concept Bottleneck Generative Models
Aya Abdelsalam Ismail · Julius Adebayo · Hector Corrada Bravo · Stephen Ra · Kyunghyun Cho
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Poster
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Wed 7:30
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Faithful Vision-Language Interpretation via Concept Bottleneck Models
Songning Lai · Lijie Hu · Junxiao Wang · Laure Berti-Equille · Di Wang
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Poster
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Thu 1:45
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Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World
Rujie Wu · Xiaojian Ma · Zhenliang Zhang · Wei Wang · Qing Li · Song-Chun Zhu · Yizhou Wang
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Poster
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Tue 7:30
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Language-Informed Visual Concept Learning
Sharon Lee · Yunzhi Zhang · Shangzhe Wu · Jiajun Wu
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