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ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding

Oct 13, 2020
Yibo Yang, Hongyang Li, Shan You, Fei Wang, Chen Qian, Zhouchen Lin

* NeurIPS 2020 

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Robust Finite Mixture Regression for Heterogeneous Targets

Oct 12, 2020
Jian Liang, Kun Chen, Ming Lin, Changshui Zhang, Fei Wang

* Data Mining and Knowledge Discovery, volume 32, pages 1509 to 1560, year 2018 

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Domain Agnostic Learning for Unbiased Authentication

Oct 11, 2020
Jian Liang, Yuren Cao, Shuang Li, Bing Bai, Hao Li, Fei Wang, Kun Bai


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Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review

Oct 06, 2020
Yuqi Si, Jingcheng Du, Zhao Li, Xiaoqian Jiang, Timothy Miller, Fei Wang, W. Jim Zheng, Kirk Roberts


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Suicide Risk Modeling with Uncertain Diagnostic Records

Sep 05, 2020
Wenjie Wang, Chongliang Luo, Robert H. Aseltine, Fei Wang, Jun Yan, Kun Chen


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A Federated Multi-View Deep Learning Framework for Privacy-Preserving Recommendations

Aug 25, 2020
Mingkai Huang, Hao Li, Bing Bai, Chang Wang, Kun Bai, Fei Wang


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A(DP)$^2$SGD: Asynchronous Decentralized Parallel Stochastic Gradient Descent with Differential Privacy

Aug 21, 2020
Jie Xu, Wei Zhang, Fei Wang


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Dynamic Knowledge Distillation for Black-box Hypothesis Transfer Learning

Aug 07, 2020
Yiqin Yu, Xu Min, Shiwan Zhao, Jing Mei, Fei Wang, Dongsheng Li, Kenney Ng, Shaochun Li

* 7 pages, 2 figures 

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Visualizing Deep Graph Generative Models for Drug Discovery

Jul 20, 2020
Karan Yang, Chengxi Zang, Fei Wang

* 4 pages, 2020 KDD Workshop on Applied Data Science for Healthcare 

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Adversarial Infidelity Learning for Model Interpretation

Jun 27, 2020
Jian Liang, Bing Bai, Yuren Cao, Kun Bai, Fei Wang

* 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD '20), August 23--27, 2020, Virtual Event, USA 

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MoFlow: An Invertible Flow Model for Generating Molecular Graphs

Jun 17, 2020
Chengxi Zang, Fei Wang


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Learning 3D-3D Correspondences for One-shot Partial-to-partial Registration

Jun 16, 2020
Zheng Dang, Fei Wang, Mathieu Salzmann

* 11 pages 

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xOrder: A Model Agnostic Post-Processing Framework for Achieving Ranking Fairness While Maintaining Algorithm Utility

Jun 16, 2020
Sen Cui, Weishen Pan, Changshui Zhang, Fei Wang

* change the places of the last four figures 

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Why is Attention Not So Attentive?

Jun 10, 2020
Bing Bai, Jian Liang, Guanhua Zhang, Hao Li, Kun Bai, Fei Wang


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General-Purpose User Embeddings based on Mobile App Usage

May 27, 2020
Junqi Zhang, Bing Bai, Ye Lin, Jian Liang, Kun Bai, Fei Wang

* To be published in the KDD2020 proceedings as a full paper 

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Multi-Scale Boosted Dehazing Network with Dense Feature Fusion

Apr 28, 2020
Hang Dong, Jinshan Pan, Lei Xiang, Zhe Hu, Xinyi Zhang, Fei Wang, Ming-Hsuan Yang

* Accepted by CVPR 2020. The code are available at https://github.com/BookerDeWitt/MSBDN-DFF 

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Eigendecomposition-Free Training of Deep Networks for Linear Least-Square Problems

Apr 15, 2020
Zheng Dang, Kwang Moo Yi, Yinlin Hu, Fei Wang, Pascal Fua, Mathieu Salzmann

* 16 pages, Accepted by TPAMI. arXiv admin note: substantial text overlap with arXiv:1803.08071 

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Auto-Ensemble: An Adaptive Learning Rate Scheduling based Deep Learning Model Ensembling

Mar 25, 2020
Jun Yang, Fei Wang

* 14 pages, 8 figures 

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GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet

Mar 25, 2020
Shan You, Tao Huang, Mingmin Yang, Fei Wang, Chen Qian, Changshui Zhang

* To appear in CVPR 2020 

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CentripetalNet: Pursuing High-quality Keypoint Pairs for Object Detection

Mar 20, 2020
Zhiwei Dong, Guoxuan Li, Yue Liao, Fei Wang, Pengju Ren, Chen Qian

* Accepted by CVPR2020 

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Gated Fusion Network for Degraded Image Super Resolution

Mar 04, 2020
Xinyi Zhang, Hang Dong, Zhe Hu, Wei-Sheng Lai, Fei Wang, Ming-Hsuan Yang

* Accepted by IJCV. The code will be publicly available at https://github.com/BookerDeWitt/GFN-IJCV 

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A Coarse-to-Fine Adaptive Network for Appearance-Based Gaze Estimation

Jan 01, 2020
Yihua Cheng, Shiyao Huang, Fei Wang, Chen Qian, Feng Lu

* 9 pages, 7figures, AAAI-20 

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PPDM: Parallel Point Detection and Matching for Real-time Human-Object Interaction Detection

Dec 30, 2019
Yue Liao, Si Liu, Fei Wang, Yanjie Chen, Jiashi Feng

* Tech Report 

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Biomedical Evidence Generation Engine

Dec 07, 2019
Sendong Zhao, Fei Wang


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GRAPHENE: A Precise Biomedical Literature Retrieval Engine with Graph Augmented Deep Learning and External Knowledge Empowerment

Nov 20, 2019
Sendong Zhao, Chang Su, Andrea Sboner, Fei Wang

* CIKM 2019 

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Explicit-Blurred Memory Network for Analyzing Patient Electronic Health Records

Nov 15, 2019
Prithwish Chakraborty, Fei Wang, Jianying Hu, Daby Sow


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