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49 Results
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Workshop
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DRESS: Disentangled Representation-based Self-Supervised Meta-Learning for Diverse Tasks Wei Cui · Yi Sui · Jesse Cresswell · Keyvan Golestan |
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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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Fri 11:00 |
Using Noise to Infer Aspects of Simplicity Without Learning Zachery Boner · Harry Chen · Lesia Semenova · Ronald Parr · Cynthia Rudin |
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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 |
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Poster
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Wed 16:30 |
Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks Tianyu He · Darshil Doshi · Aritra Das · Andrey Gromov |
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Poster
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Fri 16:30 |
Abrupt Learning in Transformers: A Case Study on Matrix Completion Pulkit Gopalani · Ekdeep S Lubana · Wei Hu |
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Workshop
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Multi-task Learning yields Disentangled World Models: Impact and Implications Pantelis Vafidis · Aman Bhargava · Antonio Rangel |
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Oral
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Wed 10:00 |
Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks Tianyu He · Darshil Doshi · Aritra Das · Andrey Gromov |
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Workshop
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Sun 16:30 |
Understanding the Transient Nature of In-Context Learning: The Window of Generalization Core Francisco Park · Ekdeep S Lubana · Hidenori Tanaka |
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Workshop
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Multi-task Learning yields Disentangled World Models: Impact and Implications Pantelis Vafidis · Aman Bhargava · Antonio Rangel |
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Poster
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Wed 11:00 |
Interpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors VIET HO TAM THUC DO · Parham Eftekhar · Seyed Alireza Hosseini · Gene Cheung · Philip Chou |
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Workshop
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From Causal to Concept-Based Representation Learning Goutham Rajendran · Simon Buchholz · Bryon Aragam · Bernhard Schölkopf · Pradeep Ravikumar |