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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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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 Large-scale Study on Unsupervised Outlier Model Selection: Do Internal Strategies Suffice?


Apr 12, 2021
Martin Q. Ma, Yue Zhao, Xiaorong Zhang, Leman Akoglu


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Self-supervised Representation Learning with Relative Predictive Coding


Apr 12, 2021
Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov


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A Large-scale Study on Unsupervised Outlier Model Selection: Evaluating the Internal Model Evaluation Strategies


Apr 03, 2021
Martin Q. Ma, Yue Zhao, Xiaorong Zhang, Leman Akoglu


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Interpretable Multimodal Routing for Human Multimodal Language


Apr 29, 2020
Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency


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Complex Transformer: A Framework for Modeling Complex-Valued Sequence


Oct 22, 2019
Muqiao Yang, Martin Q. Ma, Dongyu Li, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov


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