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Poster
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Wed 11:00
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Kermut: Composite kernel regression for protein variant effects
Peter Mørch Groth · Mads Kerrn · Lars Olsen · Jesper Salomon · Wouter Boomsma
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Poster
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Wed 11:00
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TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives
Maitreya Patel · Naga Sai Abhiram Kusumba · Sheng Cheng · Changhoon Kim · Tejas Gokhale · Chitta Baral · 'YZ' Yezhou Yang
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Poster
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Wed 11:00
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Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing
Zhongwang Zhang · Pengxiao Lin · Zhiwei Wang · Yaoyu Zhang · Zhi-Qin Xu
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Poster
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Thu 11:00
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ECLipsE: Efficient Compositional Lipschitz Constant Estimation for Deep Neural Networks
Yuezhu Xu · S Sivaranjani
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Oral
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Wed 10:00
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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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Wed 16:30
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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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Thu 11:00
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Not Just Object, But State: Compositional Incremental Learning without Forgetting
Yanyi Zhang · Binglin Qiu · Qi Jia · Yu Liu · Ran He
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Poster
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Thu 16:30
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How Does Black-Box Impact the Learning Guarantee of Stochastic Compositional Optimization?
Jun Chen · Hong Chen · Bin Gu
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Poster
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Wed 11:00
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Compositional Automata Embeddings for Goal-Conditioned Reinforcement Learning
Beyazit Yalcinkaya · Niklas Lauffer · Marcell Vazquez-Chanlatte · Sanjit Seshia
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Poster
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Thu 16:30
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Data Mixture Inference Attack: BPE Tokenizers Reveal Training Data Compositions
Jonathan Hayase · Alisa Liu · Yejin Choi · Sewoong Oh · Noah Smith
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Poster
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Thu 11:00
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Structured Learning of Compositional Sequential Interventions
Jialin Yu · Andreas Koukorinis · Nicolo Colombo · Yuchen Zhu · Ricardo Silva
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Poster
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Wed 16:30
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Fully Distributed, Flexible Compositional Visual Representations via Soft Tensor Products
Bethia Sun · Maurice Pagnucco · Yang Song
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