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14 Results
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Workshop
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Stochastic Concept Bottleneck Models Moritz Vandenhirtz · Sonia Laguna · Ričards Marcinkevičs · Julia Vogt |
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Workshop
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Fri 8:00 |
Stochastic Concept Bottleneck Models Moritz Vandenhirtz · Sonia Laguna · Ričards Marcinkevičs · Julia Vogt |
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Poster
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Tue 2:30 |
Learning to Intervene on Concept Bottlenecks David Steinmann · Wolfgang Stammer · Felix Friedrich · Kristian Kersting |
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Workshop
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Stochastic Concept Bottleneck Models Moritz Vandenhirtz · Sonia Laguna · Ričards Marcinkevičs · Julia Vogt |
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Workshop
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Adaptive Concept Bottleneck for Foundation Models Jihye Choi · Jayaram Raghuram · Sharon Li · Suman Banerjee · Somesh Jha |
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Poster
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Tue 4:30 |
An Image is Worth Multiple Words: Discovering Object Level Concepts using Multi-Concept Prompt Learning Chen Jin · Ryutaro Tanno · Amrutha Saseendran · Tom Diethe · Philip Teare |
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Poster
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Wed 2:30 |
Understanding Inter-Concept Relationships in Concept-Based Models Naveen Raman · Mateo Espinosa Zarlenga · Mateja Jamnik |
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Workshop
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The Geometry of Categorical and Hierarchical Concepts in Large Language Models Kiho Park · Yo Joong Choe · Yibo Jiang · Victor Veitch |
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Workshop
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On the Bottleneck of State Space Models: Locality and Oversmoothing Pragya Srivastava · Peihao Wang · Ruisi Cai · Jiajun Zhu · Pan Li · Zhangyang “Atlas” Wang |
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Workshop
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Symbolic Regression with a Learned Concept Library Arya Grayeli · Atharva Sehgal · Omar Costilla Reyes · Miles Cranmer · Swarat Chaudhuri |
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Workshop
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Dual Risk Minimization for Robust Fine-tuning of Zero-Shot Models Kaican Li · Weiyan XIE · Ricardo Silva · Nevin Zhang |
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Poster
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Tue 2:30 |
GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks Shivanshu Gupta · Clemens Rosenbaum · Ethan R. Elenberg |