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32 Results
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Poster
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Wed 14:00 |
Adaptive IMLE for Few-shot Pretraining-free Generative Modelling Mehran Aghabozorgi · Shichong Peng · Ke Li |
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Poster
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Wed 17:00 |
XTab: Cross-table Pretraining for Tabular Transformers Bingzhao Zhu · Xingjian Shi · Nick Erickson · Mu Li · George Karypis · Mahsa Shoaran |
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Oral
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Wed 19:00 |
RankMe: Assessing the Downstream Performance of Pretrained Self-Supervised Representations by Their Rank Quentin Garrido · Randall Balestriero · Laurent Najman · Yann LeCun |
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Poster
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Thu 13:30 |
Generative Pretraining for Black-Box Optimization Satvik Mehul Mashkaria · Siddarth Krishnamoorthy · Aditya Grover |
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Poster
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Tue 17:00 |
Lifelong Language Pretraining with Distribution-Specialized Experts Wuyang Chen · Yanqi Zhou · Nan Du · Yanping Huang · James Laudon · Zhifeng Chen · Claire Cui |
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Oral
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Thu 18:00 |
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding Kenton Lee · Mandar Joshi · Iulia Turc · Hexiang Hu · Fangyu Liu · Julian M Eisenschlos · Urvashi Khandelwal · Peter Shaw · Ming-Wei Chang · Kristina Toutanova |
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Poster
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Thu 16:30 |
Understand and Modularize Generator Optimization in ELECTRA-style Pretraining Chengyu Dong · Liyuan Liu · Hao Cheng · Jingbo Shang · Jianfeng Gao · Xiaodong Liu |
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Poster
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Thu 16:30 |
Multi-Environment Pretraining Enables Transfer to Action Limited Datasets David Venuto · Mengjiao Yang · Pieter Abbeel · Doina Precup · Igor Mordatch · Ofir Nachum |
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Poster
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Thu 13:30 |
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining Zekun Qi · Runpei Dong · Guofan Fan · Zheng Ge · Xiangyu Zhang · Kaisheng Ma · Li Yi |
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Poster
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Tue 14:00 |
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding Kenton Lee · Mandar Joshi · Iulia Turc · Hexiang Hu · Fangyu Liu · Julian M Eisenschlos · Urvashi Khandelwal · Peter Shaw · Ming-Wei Chang · Kristina Toutanova |
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Poster
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Wed 17:00 |
Future-conditioned Unsupervised Pretraining for Decision Transformer Zhihui Xie · Zichuan Lin · Deheng Ye · Qiang Fu · Wei Yang · Shuai Li |
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Poster
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Tue 14:00 |
Reprogramming Pretrained Language Models for Antibody Sequence Infilling Igor Melnyk · Vijil Chenthamarakshan · Pin-Yu Chen · Payel Das · Amit Dhurandhar · Inkit Padhi · Devleena Das |