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Exact Phase Transitions of Model RB with Slower-Growing Domains

Nov 05, 2020
Jun Liu, Ke Xu, Guangyan Zhou


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Weakly-supervised Salient Instance Detection

Sep 29, 2020
Xin Tian, Ke Xu, Xin Yang, Baocai Yin, Rynson W. H. Lau

* BMVC 2020, best student paper runner-up 

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Towards Ground Truth Explainability on Tabular Data

Jul 20, 2020
Brian Barr, Ke Xu, Claudio Silva, Enrico Bertini, Robert Reilly, C. Bayan Bruss, Jason D. Wittenbach

* 6 pages, 5 figures 

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BERT Loses Patience: Fast and Robust Inference with Early Exit

Jun 29, 2020
Wangchunshu Zhou, Canwen Xu, Tao Ge, Julian McAuley, Ke Xu, Furu Wei

* 13 pages 

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Harvesting and Refining Question-Answer Pairs for Unsupervised QA

May 06, 2020
Zhongli Li, Wenhui Wang, Li Dong, Furu Wei, Ke Xu

* Accepted by ACL-20 

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Scheduled DropHead: A Regularization Method for Transformer Models

Apr 28, 2020
Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou


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Self-Attention Attribution: Interpreting Information Interactions Inside Transformer

Apr 23, 2020
Yaru Hao, Li Dong, Furu Wei, Ke Xu

* 11 pages 

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Electronics-Free Pneumatic Logic Circuits for Localized Feedback Control of Multi-Actuator Soft Robots

Mar 08, 2020
Ke Xu, Nestor O. Perez-Arancibia

* 8 pages, 7 figures, To appear in the Proceedings of 2020 3rd IEEE International Conference on Soft Robotics (RoboSoft), April 6-9, 2020, Yale University, USA 

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Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models

Feb 12, 2020
Wangchunshu Zhou, Ke Xu

* AAAI 2020 

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Pseudo-Bidirectional Decoding for Local Sequence Transduction

Feb 12, 2020
Wangchunshu Zhou, Tao Ge, Ke Xu


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Self-Adversarial Learning with Comparative Discrimination for Text Generation

Feb 12, 2020
Wangchunshu Zhou, Tao Ge, Ke Xu, Furu Wei, Ming Zhou

* ICLR 2020 

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DeepMask: an algorithm for cloud and cloud shadow detection in optical satellite remote sensing images using deep residual network

Nov 09, 2019
Ke Xu, Kaiyu Guan, Jian Peng, Yunan Luo, Sibo Wang

* 17 pages, 4 figures, 6 tables 

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Improving Grammatical Error Correction with Machine Translation Pairs

Nov 07, 2019
Wangchunshu Zhou, Tao Ge, Chang Mu, Ke Xu, Furu Wei, Ming Zhou


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Online monitoring for safe pedestrian-vehicle interactions

Oct 12, 2019
Peter Du, Zhe Huang, Tianqi Liu, Ke Xu, Qichao Gao, Hussein Sibai, Katherine Driggs-Campbell, Sayan Mitra

* 15 pages, 5 figures, 

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Where Is My Mirror?

Oct 03, 2019
Xin Yang, Haiyang Mei, Ke Xu, Xiaopeng Wei, Baocai Yin, Rynson W. H. Lau

* Accepted by ICCV 2019. Project homepage: https://mhaiyang.github.io/ICCV2019_MirrorNet/index.html 

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DRFN: Deep Recurrent Fusion Network for Single-Image Super-Resolution with Large Factors

Aug 23, 2019
Xin Yang, Haiyang Mei, Jiqing Zhang, Ke Xu, Baocai Yin, Qiang Zhang, Xiaopeng Wei

* IEEE Transactions on Multimedia ( Volume: 21 , Issue: 2 , Feb. 2019 ) 328 - 337 

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Visualizing and Understanding the Effectiveness of BERT

Aug 15, 2019
Yaru Hao, Li Dong, Furu Wei, Ke Xu

* Accepted by EMNLP-19 

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Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset

Apr 02, 2019
Tianyu Wang, Xin Yang, Ke Xu, Shaozhe Chen, Qiang Zhang, Rynson Lau

* Accepted by CVPR'19. Project page: https://stevewongv.github.io/derain-project.html 

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Open-vocabulary Phrase Detection

Nov 17, 2018
Bryan A. Plummer, Kevin J. Shih, Yichen Li, Ke Xu, Svetlana Lazebnik, Stan Sclaroff, Kate Saenko


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Image Correction via Deep Reciprocating HDR Transformation

Apr 12, 2018
Xin Yang, Ke Xu, Yibing Song, Qiang Zhang, Xiaopeng Wei, Rynson Lau

* in CVPR 2018 

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Diversified Top-k Partial MaxSAT Solving

May 31, 2017
Junping Zhou, Huanyao Sun, Feifei Ma, Jian Gao, Ke Xu, Minghao Yin


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Learning Influence Functions from Incomplete Observations

Nov 07, 2016
Xinran He, Ke Xu, David Kempe, Yan Liu

* Full version of paper "Learning Influence Functions from Incomplete Observations" in NIPS16 

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A Statistical Parsing Framework for Sentiment Classification

Mar 05, 2015
Li Dong, Furu Wei, Shujie Liu, Ming Zhou, Ke Xu

* Accepted by Computational Linguistics 

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Word Network Topic Model: A Simple but General Solution for Short and Imbalanced Texts

Dec 17, 2014
Yuan Zuo, Jichang Zhao, Ke Xu


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Phase Transitions in Knowledge Compilation: an Experimental Study

Jun 03, 2011
Jian Gao, Minghao Yin, Ke Xu


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Mining Compressed Repetitive Gapped Sequential Patterns Efficiently

Jun 04, 2009
Yongxin Tong, Li Zhao, Dan Yu, Shilong Ma, Ke Xu

* The 5th International Conference on Advanced Data Mining and Applications (ADMA2009) 
* 19 pages, 7 figures 

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