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14 Results
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Workshop
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A Closer Look at the Intervention Procedure of Concept Bottleneck Models Sungbin Shin · Yohan Jo · Sungsoo Ahn · Namhoon Lee |
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Poster
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Wed 14:00 |
Addressing Leakage in Concept Bottleneck Models Marton Havasi · Sonali Parbhoo · Finale Doshi-Velez |
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Workshop
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Interactive Concept Bottleneck Models Kushal Chauhan · Rishabh Tiwari · Jan Freyberg · Pradeep Shenoy · Krishnamurthy Dvijotham |
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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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GlanceNets: Interpretable, Leak-proof Concept-based Models Emanuele Marconato · Andrea Passerini · Stefano Teso |
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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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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 |
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Poster
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Natural image synthesis for the retina with variational information bottleneck representation Babak Rahmani · Demetri Psaltis · Christophe Moser |
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Workshop
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Fri 12:00 |
Tackling Personalized Federated Learning with Label Concept Drift via Hierarchical Bayesian Modeling Xingchen Ma · Junyi Zhu · Matthew Blaschko |
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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 |
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 14:00 |
Learning Concept Credible Models for Mitigating Shortcuts Jiaxuan Wang · Sarah Jabbour · Maggie Makar · Michael Sjoding · Jenna Wiens |