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Towards Multimodal Multitask Scene Understanding Models for Indoor Mobile Agents


Sep 27, 2022
Yao-Hung Hubert Tsai, Hanlin Goh, Ali Farhadi, Jian Zhang

* Submitted to ICRA2023 

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Paraphrasing Is All You Need for Novel Object Captioning


Sep 25, 2022
Cheng-Fu Yang, Yao-Hung Hubert Tsai, Wan-Cyuan Fan, Ruslan Salakhutdinov, Louis-Philippe Morency, Yu-Chiang Frank Wang

* Accepted at NeurIPS 2022 

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Scale dependant layer for self-supervised nuclei encoding


Jul 22, 2022
Peter Naylor, Yao-Hung Hubert Tsai, Marick Laé, Makoto Yamada

* 13 pages, 6 figures, 2 tables 

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Learning Weakly-Supervised Contrastive Representations


Feb 18, 2022
Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency

* Published as ICLR 2022. arXiv admin note: substantial text overlap with arXiv:2106.02869 

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Conditional Contrastive Learning with Kernel


Feb 14, 2022
Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov


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HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units


Jun 14, 2021
Wei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, Kushal Lakhotia, Ruslan Salakhutdinov, Abdelrahman Mohamed


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Integrating Auxiliary Information in Self-supervised Learning


Jun 05, 2021
Yao-Hung Hubert Tsai, Tianqin Li, Weixin Liu, Peiyuan Liao, Ruslan Salakhutdinov, Louis-Philippe Morency


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Conditional Contrastive Learning: Removing Undesirable Information in Self-Supervised Representations


Jun 05, 2021
Yao-Hung Hubert Tsai, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov


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A Note on Connecting Barlow Twins with Negative-Sample-Free Contrastive Learning


Apr 28, 2021
Yao-Hung Hubert Tsai, Shaojie Bai, Louis-Philippe Morency, Ruslan Salakhutdinov


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