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Workshop
Fri 4:40 GlanceNets: Interpretable, Leak-proof Concept-based Models
Emanuele Marconato · Andrea Passerini · Stefano Teso
Poster
Tue 9:00 GlanceNets: Interpretable, Leak-proof Concept-based Models
Emanuele Marconato · Andrea Passerini · Stefano Teso
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
GlanceNets: Interpretable, Leak-proof Concept-based Models
Emanuele Marconato · Andrea Passerini · Stefano Teso
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 Activation Regions: A Generalized Framework For Concept-Based Explanations
Jonathan Crabbé · Mihaela van der Schaar
Poster
Thu 14:00 CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior
Eldar D Abraham · Karel D&#x27;Oosterlinck · Amir Feder · Yair Gat · Atticus Geiger · Christopher Potts · Roi Reichart · Zhengxuan Wu
Poster
Wed 9:00 Visual Concepts Tokenization
Tao Yang · Yuwang Wang · Yan Lu · Nanning Zheng
Poster
Wed 14:00 ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild
Chirag Raman · Jose Vargas Quiros · Stephanie Tan · Ashraful Islam · Ekin Gedik · Hayley Hung
Poster
Wed 14:00 Addressing Leakage in Concept Bottleneck Models
Marton Havasi · Sonali Parbhoo · Finale Doshi-Velez
Poster
Thu 14:00 3D Concept Grounding on Neural Fields
Yining Hong · Yilun Du · Chunru Lin · Josh Tenenbaum · Chuang Gan