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Workshop
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Can Transformer Models Generalize Via In-Context Learning Beyond Pretraining Data?
Steve Yadlowsky · Lyric Doshi · Nilesh Tripuraneni
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Poster
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Tue 15:15
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Neural Data Transformer 2: Multi-context Pretraining for Neural Spiking Activity
Joel Ye · Jennifer Collinger · Leila Wehbe · Robert Gaunt
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Workshop
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ExPT: Scaling Foundation Models for Experimental Design via Synthetic Pretraining
Tung Nguyen · Sudhanshu Agrawal · Aditya Grover
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Workshop
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Fri 8:40
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ExPT: Synthetic Pretraining for Few-Shot Experimental Design
Tung Nguyen · Sudhanshu Agrawal · Aditya Grover
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Workshop
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PASTA: Pretrained Action-State Transformer Agents
Raphael Boige · Yannis Flet-Berliac · Arthur Flajolet · Guillaume Richard · Thomas PIERROT
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Workshop
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PASTA: Pretrained Action-State Transformer Agents
Raphael Boige · Yannis Flet-Berliac · Arthur Flajolet · Guillaume Richard · Thomas PIERROT
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Poster
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Tue 8:45
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Learning from Visual Observation via Offline Pretrained State-to-Go Transformer
Bohan Zhou · Ke Li · Jiechuan Jiang · Zongqing Lu
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Workshop
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Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining
Licong Lin · Yu Bai · Song Mei
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Workshop
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Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining
Licong Lin · Yu Bai · Song Mei
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Workshop
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Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining
Licong Lin · Yu Bai · Song Mei
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Workshop
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Augmenting Federated Learning with Pretrained Transformers
Xuechen Zhang · Mingchen Li · Xiangyu Chang · Jiasi Chen · Amit Roy-Chowdhury · Ananda Theertha Suresh · Samet Oymak
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Workshop
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MTENCODER: A Multi-task Pretrained Transformer Encoder for Materials Representation Learning
Thorben Prein · Elton Pan · Tom Doerr · Elsa Olivetti · Jennifer Rupp
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