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M2Lens: Visualizing and Explaining Multimodal Models for Sentiment Analysis



Xingbo Wang , Jianben He , Zhihua Jin , Muqiao Yang , Yong Wang , Huamin Qu

* 11 pages, 7 figures. This paper is accepted by IEEE VIS, 2021. To appear in IEEE Transactions on Visualization and Computer Graphics (TVCG) 

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Signal Transformer: Complex-valued Attention and Meta-Learning for Signal Recognition



Yihong Dong , Ying Peng , Muqiao Yang , Songtao Lu , Qingjiang Shi


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Self-supervised Representation Learning with Relative Predictive Coding



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


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Improving Lesion Segmentation for Diabetic Retinopathy using Adversarial Learning



Qiqi Xiao , Jiaxu Zou , Muqiao Yang , Alex Gaudio , Kris Kitani , Asim Smailagic , Pedro Costa , Min Xu

* Accepted to International Conference on Image Analysis and Recognition, ICIAR 2019. Published at https://doi.org/10.1007/978-3-030-27272-2_29 Code: https://github.com/zoujx96/DR-segmentation 

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Interpretable Multimodal Routing for Human Multimodal Language



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



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


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