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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 Activation Regions: A Generalized Framework For Concept-Based Explanations Jonathan Crabbé · Mihaela van der Schaar |
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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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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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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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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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GlanceNets: Interpretable, Leak-proof Concept-based Models Emanuele Marconato · Andrea Passerini · Stefano Teso |
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Workshop
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Evaluating the Robustness of Biomedical Concept Normalization Sinchani Chakraborty · Harsh Raj · Srishti Gureja · Tanmay Jain · Atif Hassan · Sayantan Basu |
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Workshop
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CICADA: Interface for Concept Sketches Using CLIP Tomas Lawton |
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Affinity Workshop
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A Survey of Ensemble Learning: Concepts, Algorithms, Applications, and Prospects Ibomoiye Domor Mienye |
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Workshop
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Human Interventions in Concept Graph Networks Lucie Charlotte Magister · Pietro Barbiero · Dmitry Kazhdan · Federico Siciliano · Gabriele Ciravegna · Fabrizio Silvestri · Mateja Jamnik · Pietro Lió |
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Poster
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Wed 14:00 |
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time Tailin Wu · Megan Tjandrasuwita · Zhengxuan Wu · Xuelin Yang · Kevin Liu · Rok Sosic · Jure Leskovec |