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Targeted Attack against Deep Neural Networks via Flipping Limited Weight Bits

Feb 21, 2021
Jiawang Bai, Baoyuan Wu, Yong Zhang, Yiming Li, Zhifeng Li, Shu-Tao Xia

* Accepted by ICLR 2021 

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Multidimensional Information Assisted Deep Learning Realizing Flexible Recognition of Vortex Beam Modes

Jan 18, 2021
Jiale Zhao, Zijing Zhang, Yiming Li, Longzhu Cen, Yuan Zhao


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Siamese Anchor Proposal Network for High-Speed Aerial Tracking

Dec 19, 2020
Changhong Fu, Ziang Cao, Yiming Li, Junjie Ye, Chen Feng


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Backdoor Attack against Speaker Verification

Oct 25, 2020
Tongqing Zhai, Yiming Li, Ziqi Zhang, Baoyuan Wu, Yong Jiang, Shu-Tao Xia

* The first two authors contributed equally to this work. 5 pages 

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Open-sourced Dataset Protection via Backdoor Watermarking

Oct 12, 2020
Yiming Li, Ziqi Zhang, Jiawang Bai, Baoyuan Wu, Yong Jiang, Shu-Tao Xia

* 6 pages 

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GTEA: Representation Learning for Temporal Interaction Graphs via Edge Aggregation

Sep 28, 2020
Yiming Li, Da Sun Handason Tam, Siyue Xie, Xiaxin Liu, Qiu Fang Ying, Wing Cheong Lau, Dah Ming Chiu, Shou Zhi Chen


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Towards Robust Visual Tracking for Unmanned Aerial Vehicle with Tri-Attentional Correlation Filters

Aug 30, 2020
Yujie He, Changhong Fu, Fuling Lin, Yiming Li, Peng Lu

* IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2020), Las Vegas, USA 
* IROS'20 accepted, 8 pages, 6 figures, and 2 tables 

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Rectified Decision Trees: Exploring the Landscape of Interpretable and Effective Machine Learning

Aug 21, 2020
Yiming Li, Jiawang Bai, Jiawei Li, Xue Yang, Yong Jiang, Shu-Tao Xia

* 9 pages. The first two authors contribute equally to this work. arXiv admin note: text overlap with arXiv:1903.05965 

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Backdoor Learning: A Survey

Aug 21, 2020
Yiming Li, Baoyuan Wu, Yong Jiang, Zhifeng Li, Shu-Tao Xia

* 11 pages. A curated list of backdoor learning resources in this paper is presented in the Github Repo (https://github.com/THUYimingLi/backdoor-learning-resources). We will try our best to continuously maintain the repo 

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Automatic Failure Recovery and Re-Initialization for Online UAV Tracking with Joint Scale and Aspect Ratio Optimization

Aug 10, 2020
Fangqiang Ding, Changhong Fu, Yiming Li, Jin Jin, Chen Feng

* 8pages, 8 figures, accepted by 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems(IROS) 

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DR^2Track: Towards Real-Time Visual Tracking for UAV via Distractor Repressed Dynamic Regression

Aug 10, 2020
Changhong Fu, Fangqiang Ding, Yiming Li, Jin Jin, Chen Feng

* 8pages, 7 figures, accepted by 2020 IEEE/RJS International Conference on Intelligent Robots and Systems(IROS) 

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Context-Aware Refinement Network Incorporating Structural Connectivity Prior for Brain Midline Delineation

Jul 10, 2020
Shen Wang, Kongming Liang, Yiming Li, Yizhou Yu, Yizhou Wang


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Targeted Attack for Deep Hashing based Retrieval

May 08, 2020
Jiawang Bai, Bin Chen, Yiming Li, Dongxian Wu, Weiwei Guo, Shu-tao Xia, En-hui Yang

* 21 pages 

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Rethinking the Trigger of Backdoor Attack

Apr 09, 2020
Yiming Li, Tongqing Zhai, Baoyuan Wu, Yong Jiang, Zhifeng Li, Shutao Xia

* 13 pages 

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AutoTrack: Towards High-Performance Visual Tracking for UAV with Automatic Spatio-Temporal Regularization

Mar 29, 2020
Yiming Li, Changhong Fu, Fangqiang Ding, Ziyuan Huang, Geng Lu

* 2020 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 

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Toward Adversarial Robustness via Semi-supervised Robust Training

Mar 16, 2020
Yiming Li, Baoyuan Wu, Yan Feng, Yanbo Fan, Yong Jiang, Zhifeng Li, Shutao Xia

* 15 pages 

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Training-Set Distillation for Real-Time UAV Object Tracking

Mar 11, 2020
Fan Li, Changhong Fu, Fuling Lin, Yiming Li, Peng Lu

* 2020 IEEE International Conference on Robotics and Automation 

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Keyfilter-Aware Real-Time UAV Object Tracking

Mar 11, 2020
Yiming Li, Changhong Fu, Ziyuan Huang, Yinqiang Zhang, Jia Pan

* 2020 International Conference on Robotics and Automation (ICRA) 

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Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation

Nov 23, 2019
Chaowei Fang, Guanbin Li, Chengwei Pan, Yiming Li, Yizhou Yu

* MICCAI2019 

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Visual Privacy Protection via Mapping Distortion

Nov 05, 2019
Peidong Liu, Yiming Li, Yong Jiang, Shu-Tao Xia


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Adversarial Defense Via Local Flatness Regularization

Oct 27, 2019
Jia Xu, Yiming Li, Yang Bai, Yong Jiang, Shu-Tao Xia

* 4 pages 

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Augmented Memory for Correlation Filters in Real-Time UAV Tracking

Sep 24, 2019
Yiming Li, Changhong Fu, Fangqiang Ding, Ziyuan Huang, Jia Pan


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Boundary Effect-Aware Visual Tracking for UAV with Online Enhanced Background Learning and Multi-Frame Consensus Verification

Aug 10, 2019
Changhong Fu, Ziyuan Huang, Yiming Li, Ran Duan, Peng Lu

* IROS 2019 accepted, 8 pages, 9 figures 

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Learning Aberrance Repressed Correlation Filters for Real-Time UAV Tracking

Aug 07, 2019
Ziyuan Huang, Changhong Fu, Yiming Li, Fuling Lin, Peng Lu

* iccv 2019 accepted, 10 pages, 8 figures 

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$t$-$k$-means: A $k$-means Variant with Robustness and Stability

Jul 17, 2019
Yang Zhang, Qingtao Tang, Yiming Li, Weipeng Huang, Shutao Xia


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