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Perceptual Grouping in Vision-Language Models


Oct 18, 2022
Kanchana Ranasinghe, Brandon McKinzie, Sachin Ravi, Yinfei Yang, Alexander Toshev, Jonathon Shlens

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A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning


Oct 06, 2022
Aishwarya Kamath, Peter Anderson, Su Wang, Jing Yu Koh, Alexander Ku, Austin Waters, Yinfei Yang, Jason Baldridge, Zarana Parekh

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Scaling Autoregressive Models for Content-Rich Text-to-Image Generation


Jun 22, 2022
Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu

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* Preprint 

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Simple and Effective Synthesis of Indoor 3D Scenes


Apr 06, 2022
Jing Yu Koh, Harsh Agrawal, Dhruv Batra, Richard Tucker, Austin Waters, Honglak Lee, Yinfei Yang, Jason Baldridge, Peter Anderson

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LongT5: Efficient Text-To-Text Transformer for Long Sequences


Dec 15, 2021
Mandy Guo, Joshua Ainslie, David Uthus, Santiago Ontanon, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang

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* preprint 

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Large Dual Encoders Are Generalizable Retrievers


Dec 15, 2021
Jianmo Ni, Chen Qu, Jing Lu, Zhuyun Dai, Gustavo Hernández Ábrego, Ji Ma, Vincent Y. Zhao, Yi Luan, Keith B. Hall, Ming-Wei Chang, Yinfei Yang

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MURAL: Multimodal, Multitask Retrieval Across Languages


Sep 10, 2021
Aashi Jain, Mandy Guo, Krishna Srinivasan, Ting Chen, Sneha Kudugunta, Chao Jia, Yinfei Yang, Jason Baldridge

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A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations


Sep 10, 2021
Ziyi Yang, Yinfei Yang, Daniel Cer, Eric Darve

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* Accepted to the 2021 Conference on Empirical Methods in Natural Language Processing 

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Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models


Aug 26, 2021
Jianmo Ni, Gustavo Hernández Ábrego, Noah Constant, Ji Ma, Keith B. Hall, Daniel Cer, Yinfei Yang

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