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DRO: Deep Recurrent Optimizer for Structure-from-Motion


Mar 25, 2021
Xiaodong Gu, Weihao Yuan, Zuozhuo Dai, Siyu Zhu, Chengzhou Tang, Ping Tan


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DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances


Dec 03, 2020
Xiaodong Gu, Kang Min Yoo, Jung-Woo Ha

* Published as a conference paper at AAAI 2021 

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Learning Dual Semantic Relations with Graph Attention for Image-Text Matching


Oct 22, 2020
Keyu Wen, Xiaodong Gu, Qingrong Cheng

* 14pages, 9 figures. Accepted at: IEEE Transactions on Circuits and Systems for Video Technology (Early Access Print) | |Codes Available at: https://github.com/kywen1119/DSRAN 

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Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching


Dec 18, 2019
Xiaodong Gu, Zhiwen Fan, Siyu Zhu, Zuozhuo Dai, Feitong Tan, Ping Tan


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Attribute-Driven Spontaneous Motion in Unpaired Image Translation


Jul 02, 2019
Ruizheng Wu, Xin Tao, Xiaodong Gu, Xiaoyong Shen, Jiaya Jia


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Landmark Assisted CycleGAN for Cartoon Face Generation


Jul 02, 2019
Ruizheng Wu, Xiaodong Gu, Xin Tao, Xiaoyong Shen, Yu-Wing Tai, Jiaya Jia


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DialogWAE: Multimodal Response Generation with Conditional Wasserstein Auto-Encoder


May 31, 2018
Xiaodong Gu, Kyunghyun Cho, Jungwoo Ha, Sunghun Kim


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Deep API Learning


Jul 14, 2017
Xiaodong Gu, Hongyu Zhang, Dongmei Zhang, Sunghun Kim

* The paper is accepted at FSE 2016 (the 24th ACM SIGSOFT International Symposium on the Foundations of Software Engineering) 

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DeepAM: Migrate APIs with Multi-modal Sequence to Sequence Learning


Apr 25, 2017
Xiaodong Gu, Hongyu Zhang, Dongmei Zhang, Sunghun Kim

* Accepted at IJCAI 2017 (The 26th International Joint Conference on Artificial Intelligence) 

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Max-Pooling Dropout for Regularization of Convolutional Neural Networks


Dec 04, 2015
Haibing Wu, Xiaodong Gu

* The journal version of this paper [arXiv:1512.00242] has been published in Neural Networks, http://www.sciencedirect.com/science/article/pii/S0893608015001446 

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Towards Dropout Training for Convolutional Neural Networks


Dec 01, 2015
Haibing Wu, Xiaodong Gu

* Neural Networks 71: 1-10 (2015) 
* This paper has been published in Neural Networks, http://www.sciencedirect.com/science/article/pii/S0893608015001446 

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Aspect-based Opinion Summarization with Convolutional Neural Networks


Nov 30, 2015
Haibing Wu, Yiwei Gu, Shangdi Sun, Xiaodong Gu


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