Weakly Supervised Lesion Localization With Probabilistic-CAM Pooling

May 29, 2020
Wenwu Ye, Jin Yao, Hui Xue, Yi Li


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Cosmetic-Aware Makeup Cleanser

Apr 20, 2020
Yi Li, Huaibo Huang, Junchi Yu, Ran He, Tieniu Tan

* Accepted by BTAS 2019 (the 10th IEEE International Conference on Biometrics: Theory, Applications and Systems) 

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COVID-19 Screening on Chest X-ray Images Using Deep Learning based Anomaly Detection

Mar 27, 2020
Jianpeng Zhang, Yutong Xie, Yi Li, Chunhua Shen, Yong Xia


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Informative Sample Mining Network for Multi-Domain Image-to-Image Translation

Jan 05, 2020
Jie Cao, Huaibo Huang, Yi Li, Ran He, Zhenan Sun


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Style-based Variational Autoencoder for Real-World Super-Resolution

Dec 21, 2019
Xin Ma, Yi Li, Huaibo Huang, Mandi Luo, Tanhao Hu, Ran He


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Evolving ab initio trading strategies in heterogeneous environments

Dec 19, 2019
David Rushing Dewhurst, Yi Li, Alexander Bogdan, Jasmine Geng

* 20 pages (10 main body, 10 appendix), 11 figures (6 main body, 5 appendix), open-source matching engine implementation available at https://gitlab.com/daviddewhurst/verdantcurve 

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Path Planning Games

Oct 30, 2019
Yi Li, Yevgeniy Vorobeychik


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Directed-Weighting Group Lasso for Eltwise Blocked CNN Pruning

Oct 21, 2019
Ke Zhan, Shimiao Jiang, Yu Bai, Yi Li, Xu Liu, Zhuoran Xu

* Proceedings of the British Machine Vision Conference (BMVC), 2019 

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Pose Agnostic Cross-spectral Hallucination via Disentangling Independent Factors

Sep 10, 2019
Boyan Duan, Chaoyou Fu, Yi Li, Xingguang Song, Ran He


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Data-Driven Neuron Allocation for Scale Aggregation Networks

Apr 20, 2019
Yi Li, Zhanghui Kuang, Yimin Chen, Wayne Zhang

* CVPR 2019 
* 11 pages, 

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REPAIR: Removing Representation Bias by Dataset Resampling

Apr 16, 2019
Yi Li, Nuno Vasconcelos

* To appear in CVPR 2019 

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Biphasic Learning of GANs for High-Resolution Image-to-Image Translation

Apr 14, 2019
Jie Cao, Huaibo Huang, Yi Li, Jingtuo Liu, Ran He, Zhenan Sun


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DeepIM: Deep Iterative Matching for 6D Pose Estimation

Mar 14, 2019
Yi Li, Gu Wang, Xiangyang Ji, Yu Xiang, Dieter Fox

* updated Tekin et al.'s results 

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Detecting Lesion Bounding Ellipses With Gaussian Proposal Networks

Feb 25, 2019
Yi Li


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A Survey to Deep Facial Attribute Analysis

Dec 26, 2018
Xin Zheng, Yanqing Guo, Huaibo Huang, Yi Li, Ran He


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DeepCruiser: Automated Guided Testing for Stateful Deep Learning Systems

Dec 13, 2018
Xiaoning Du, Xiaofei Xie, Yi Li, Lei Ma, Jianjun Zhao, Yang Liu


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Testing Matrix Rank, Optimally

Oct 18, 2018
Maria-Florina Balcan, Yi Li, David P. Woodruff, Hongyang Zhang

* 51 pages. To appear in SODA 2019 

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Large Margin Neural Language Model

Aug 27, 2018
Jiaji Huang, Yi Li, Wei Ping, Liang Huang

* 9 pages. Accepted as a long paper in EMNLP2018 

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Cancer Metastasis Detection With Neural Conditional Random Field

Jun 19, 2018
Yi Li, Wei Ping

* 9 pages, 5 figures, MIDL 2018 

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Covariance-Insured Screening

May 17, 2018
Kevin He, Jian Kang, Hyokyoung Grace Hong, Ji Zhu, Yanming Li, Huazhen Lin, Han Xu, Yi Li


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Anti-Makeup: Learning A Bi-Level Adversarial Network for Makeup-Invariant Face Verification

Nov 22, 2017
Yi Li, Lingxiao Song, Xiang Wu, Ran He, Tieniu Tan

* The paper is accepted by AAAI-18 

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Enhanced Biologically Inspired Model for Image Recognition Based on a Novel Patch Selection Method with Moment

Oct 27, 2017
Yan-Feng Lu, Li-Hao Jia, Hong Qaio, Yi Li


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Consensus measure of rankings

Sep 21, 2017
Zhiwei Lin, Yi Li, Xiaolian Guo


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Exploring Neural Transducers for End-to-End Speech Recognition

Jul 24, 2017
Eric Battenberg, Jitong Chen, Rewon Child, Adam Coates, Yashesh Gaur, Yi Li, Hairong Liu, Sanjeev Satheesh, David Seetapun, Anuroop Sriram, Zhenyao Zhu


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Deformable Convolutional Networks

Jun 05, 2017
Jifeng Dai, Haozhi Qi, Yuwen Xiong, Yi Li, Guodong Zhang, Han Hu, Yichen Wei


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Fully Convolutional Instance-aware Semantic Segmentation

Apr 10, 2017
Yi Li, Haozhi Qi, Jifeng Dai, Xiangyang Ji, Yichen Wei


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Robust and Real-time Deep Tracking Via Multi-Scale Domain Adaptation

Jan 03, 2017
Xinyu Wang, Hanxi Li, Yi Li, Fumin Shen, Fatih Porikli

* 6 pages 

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Classification with Ultrahigh-Dimensional Features

Nov 04, 2016
Yanming Li, Hyokyoung Hong, Jian Kang, Kevin He, Ji Zhu, Yi Li


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R-FCN: Object Detection via Region-based Fully Convolutional Networks

Jun 21, 2016
Jifeng Dai, Yi Li, Kaiming He, Jian Sun

* Tech report 

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