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34 Results
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Workshop
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GlanceNets: Interpretable, Leak-proof Concept-based Models Emanuele Marconato · Andrea Passerini · Stefano Teso |
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Poster
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Thu 14:00 |
Concept Activation Regions: A Generalized Framework For Concept-Based Explanations Jonathan Crabbé · Mihaela van der Schaar |
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Workshop
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Fri 4:40 |
GlanceNets: Interpretable, Leak-proof Concept-based Models Emanuele Marconato · Andrea Passerini · Stefano Teso |
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Workshop
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Concept-based Understanding of Emergent Multi-Agent Behavior Niko Grupen · Shayegan Omidshafiei · Natasha Jaques · Been Kim |
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Poster
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Wed 14:00 |
DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection Lewei Yao · Jianhua Han · Youpeng Wen · Xiaodan Liang · Dan Xu · Wei Zhang · Zhenguo Li · Chunjing XU · Hang Xu |
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Poster
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Tue 9:00 |
GlanceNets: Interpretable, Leak-proof Concept-based Models Emanuele Marconato · Andrea Passerini · Stefano Teso |
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Poster
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Thu 14:00 |
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off Mateo Espinosa Zarlenga · Pietro Barbiero · Gabriele Ciravegna · Giuseppe Marra · Francesco Giannini · Michelangelo Diligenti · Zohreh Shams · Frederic Precioso · Stefano Melacci · Adrian Weller · Pietro Lió · Mateja Jamnik |
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Poster
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Wed 9:00 |
Evaluation beyond Task Performance: Analyzing Concepts in AlphaZero in Hex Charles Lovering · Jessica Forde · George Konidaris · Ellie Pavlick · Michael Littman |
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Poster
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Thu 14:00 |
VICE: Variational Interpretable Concept Embeddings Lukas Muttenthaler · Charles Zheng · Patrick McClure · Robert Vandermeulen · Martin N Hebart · Francisco Pereira |
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Poster
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Thu 9:00 |
Geoclidean: Few-Shot Generalization in Euclidean Geometry Joy Hsu · Jiajun Wu · Noah Goodman |
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Poster
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Thu 14:00 |
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior Eldar D Abraham · Karel D'Oosterlinck · Amir Feder · Yair Gat · Atticus Geiger · Christopher Potts · Roi Reichart · Zhengxuan Wu |
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Poster
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Wed 9:00 |
Visual Concepts Tokenization Tao Yang · Yuwang Wang · Yan Lu · Nanning Zheng |