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27 Results
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Workshop
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Sat 11:00 |
From Causal to Concept-Based Representation Learning Goutham Rajendran · Simon Buchholz · Bryon Aragam · Bernhard Schölkopf · Pradeep Ravikumar |
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Poster
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Thu 11:00 |
Neural Concept Binder Wolfgang Stammer · Antonia Wüst · David Steinmann · Kristian Kersting |
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Poster
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Wed 11:00 |
Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers Yibo Jiang · Goutham Rajendran · Pradeep Ravikumar · Bryon Aragam |
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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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Thu 11:00 |
Learning Discrete Concepts in Latent Hierarchical Models Lingjing Kong · Guangyi Chen · Biwei Huang · Eric Xing · Yuejie Chi · Kun Zhang |
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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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Wed 11:00 |
Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation Anh Bui · Tung-Long Vuong · Khanh Doan · Trung Le · Paul Montague · Tamas Abraham · Dinh Phung |
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Workshop
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Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers Yibo Jiang · Goutham Rajendran · Pradeep Ravikumar · Bryon Aragam |
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Poster
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Classifier Clustering and Feature Alignment for Federated Learning under Distributed Concept Drift Junbao Chen · Jingfeng Xue · Yong Wang · Zhenyan Liu · Lu Huang |
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Workshop
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Neural Representational Geometry of Concepts in Large Language Models Linden Schrage · Kazuki Irie · Haim Sompolinsky |
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Workshop
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Dynamics of Concept Learning and Compositional Generalization Yongyi Yang · Core Francisco Park · Ekdeep S Lubana · Maya Okawa · Wei Hu · Hidenori Tanaka |
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Poster
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Thu 16:30 |
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space Core Francisco Park · Maya Okawa · Andrew Lee · Ekdeep S Lubana · Hidenori Tanaka |