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Poster
Tue 9:00 GlanceNets: Interpretable, Leak-proof Concept-based Models
Emanuele Marconato · Andrea Passerini · Stefano Teso
Poster
Thu 14:00 Concept Activation Regions: A Generalized Framework For Concept-Based Explanations
Jonathan Crabbé · Mihaela van der Schaar
Poster
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
Poster
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
Workshop
Concept-based Understanding of Emergent Multi-Agent Behavior
Niko Grupen · Shayegan Omidshafiei · Natasha Jaques · Been Kim
Workshop
Fri 4:40 GlanceNets: Interpretable, Leak-proof Concept-based Models
Emanuele Marconato · Andrea Passerini · Stefano Teso
Workshop
GlanceNets: Interpretable, Leak-proof Concept-based Models
Emanuele Marconato · Andrea Passerini · Stefano Teso
Workshop
Evaluating the Robustness of Biomedical Concept Normalization
Sinchani Chakraborty · Harsh Raj · Srishti Gureja · Tanmay Jain · Atif Hassan · Sayantan Basu
Workshop
CICADA: Interface for Concept Sketches Using CLIP
Tomas Lawton
Affinity Workshop
A Survey of Ensemble Learning: Concepts, Algorithms, Applications, and Prospects
Ibomoiye Domor Mienye
Workshop
Human Interventions in Concept Graph Networks
Lucie Charlotte Magister · Pietro Barbiero · Dmitry Kazhdan · Federico Siciliano · Gabriele Ciravegna · Fabrizio Silvestri · Mateja Jamnik · Pietro Lió
Poster
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