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50 Results
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Poster
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Fri 16:30 |
Stochastic Concept Bottleneck Models Moritz Vandenhirtz · Sonia Laguna · Ričards Marcinkevičs · Julia Vogt |
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Workshop
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Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents Quentin Delfosse · Sebastian Sztwiertnia · Mark Rothermel · Wolfgang Stammer · Kristian Kersting |
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Poster
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Wed 16:30 |
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents Quentin Delfosse · Sebastian Sztwiertnia · Mark Rothermel · Wolfgang Stammer · Kristian Kersting |
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Poster
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Fri 11:00 |
Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable? Sonia Laguna · Ričards Marcinkevičs · Moritz Vandenhirtz · Julia Vogt |
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Poster
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Thu 11:00 |
A theoretical design of concept sets: improving the predictability of concept bottleneck models Max Ruiz Luyten · Mihaela van der Schaar |
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Poster
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Wed 16:30 |
VLG-CBM: Training Concept Bottleneck Models with Vision-Language Guidance Divyansh Srivastava · Ge Yan · Lily Weng |
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Poster
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Wed 16:30 |
[Re] On the Reproducibility of Post-Hoc Concept Bottleneck Models Gregory Hok Tjoan Go · Diego Canez · Nesta Midavaine · Satchit Chatterji · Ioana Simion |
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Poster
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Thu 16:30 |
Relational Concept Bottleneck Models Pietro Barbiero · Francesco Giannini · Gabriele Ciravegna · Michelangelo Diligenti · Giuseppe Marra |
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Poster
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Fri 11:00 |
Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning Dake Bu · Wei Huang · Andi Han · Atsushi Nitanda · Taiji Suzuki · Qingfu Zhang · Hau-San Wong |
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Workshop
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Sat 15:45 |
Bayesian Concept Bottleneck Models with LLM Priors Jean Feng · Avni Kothari · Lucas Zier · Chandan Singh · Yan Shuo Tan |
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Workshop
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Locality-aware Concept Bottleneck Model sujin jeon · Inwoo Hwang · Sanghack Lee · Byoung-Tak Zhang |
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Poster
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Wed 16:30 |
Coarse-to-Fine Concept Bottleneck Models Konstantinos Panousis · Dino Ienco · Diego Marcos |