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Alignment Attention by Matching Key and Query Distributions


Oct 25, 2021
Shujian Zhang, Xinjie Fan, Huangjie Zheng, Korawat Tanwisuth, Mingyuan Zhou

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* NeurIPS 2021; Our code is publicly available at https://github.com/szhang42/alignment_attention 

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A Prototype-Oriented Framework for Unsupervised Domain Adaptation


Oct 22, 2021
Korawat Tanwisuth, Xinjie Fan, Huangjie Zheng, Shujian Zhang, Hao Zhang, Bo Chen, Mingyuan Zhou

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* NeurIPS 2021 

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Bayesian Attention Belief Networks


Jun 09, 2021
Shujian Zhang, Xinjie Fan, Bo Chen, Mingyuan Zhou

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* ICML 2021 

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Adversarially Adaptive Normalization for Single Domain Generalization


Jun 01, 2021
Xinjie Fan, Qifei Wang, Junjie Ke, Feng Yang, Boqing Gong, Mingyuan Zhou

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* CVPR 2021 

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Contextual Dropout: An Efficient Sample-Dependent Dropout Module


Mar 06, 2021
Xinjie Fan, Shujian Zhang, Korawat Tanwisuth, Xiaoning Qian, Mingyuan Zhou

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* ICLR 2021 

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Bayesian Attention Modules


Oct 20, 2020
Xinjie Fan, Shujian Zhang, Bo Chen, Mingyuan Zhou

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Attention that does not Explain Away


Sep 29, 2020
Nan Ding, Xinjie Fan, Zhenzhong Lan, Dale Schuurmans, Radu Soricut

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Adaptive Correlated Monte Carlo for Contextual Categorical Sequence Generation


Dec 31, 2019
Xinjie Fan, Yizhe Zhang, Zhendong Wang, Mingyuan Zhou

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* ICLR 2020 

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A Unified Framework for Tuning Hyperparameters in Clustering Problems


Oct 17, 2019
Xinjie Fan, Yuguang Yue, Purnamrita Sarkar, Y. X. Rachel Wang

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