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Workshop
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Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions
Satwik Bhattamishra · Arkil Patel · Phil Blunsom · Varun Kanade
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Workshop
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Understanding In-Context Learning in Transformers and LLMs by Learning to Learn Discrete Functions
Satwik Bhattamishra · Arkil Patel · Phil Blunsom · Varun Kanade
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Poster
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Thu 8:45
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The Learnability of In-Context Learning
Noam Wies · Yoav Levine · Amnon Shashua
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Poster
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Wed 15:00
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Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection
Yu Bai · Fan Chen · Huan Wang · Caiming Xiong · Song Mei
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Workshop
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Surprising Deviations from Bayesian View in In-Context Learning
Madhur Panwar · Kabir Ahuja · Navin Goyal
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Workshop
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How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations
Tianyu Guo · Wei Hu · Song Mei · Huan Wang · Caiming Xiong · Silvio Savarese · Yu Bai
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Workshop
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Sat 14:00
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In-Context Learning of Sequential Decision-Making Tasks
Roberta Raileanu
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Workshop
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ICL-Markup: Structuring In-Context Learning using Soft-Token Tags
Marc-Etienne Brunet · Ashton Anderson · Richard Zemel
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Workshop
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Fri 9:00
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Invited talk: Advances in In-Context Learning for Tabular Datasets
Frank Hutter
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Poster
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Tue 15:15
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In-Context Learning Unlocked for Diffusion Models
Zhendong Wang · Yifan Jiang · Yadong Lu · yelong shen · Pengcheng He · Weizhu Chen · Zhangyang "Atlas" Wang · Mingyuan Zhou
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Poster
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Thu 8:45
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What Makes Good Examples for Visual In-Context Learning?
Yuanhan Zhang · Kaiyang Zhou · Ziwei Liu
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Workshop
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Can Transformers In-Context Learn Task Mixtures?
Nilesh Tripuraneni · Lyric Doshi · Steve Yadlowsky
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