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Coverage-based Scene Fuzzing for Virtual Autonomous Driving Testing

Jun 02, 2021
Zhisheng Hu, Shengjian Guo, Zhenyu Zhong, Kang Li

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SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching

Apr 12, 2021
Xiangde Luo, Tao Song, Guotai Wang, Jieneng Chen, Yinan Chen, Kang Li, Dimitris N. Metaxas, Shaoting Zhang

* An extension of this paper (MICCAI2020 early accept), the first two authors contributed equally. Code: 

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Detecting Localized Adversarial Examples: A Generic Approach using Critical Region Analysis

Feb 14, 2021
Fengting Li, Xuankai Liu, Xiaoli Zhang, Qi Li, Kun Sun, Kang Li

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On Explainability of Graph Neural Networks via Subgraph Explorations

Feb 09, 2021
Hao Yuan, Haiyang Yu, Jie Wang, Kang Li, Shuiwang Ji

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Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation

Jan 07, 2021
Kang Li, Shujun Wang, Lequan Yu, Pheng-Ann Heng

* Accepted by TMI 

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SRG-Net: Unsupervised Segmentation for Terracotta Warrior Point Cloud with 3D Pointwise CNN methods

Dec 01, 2020
Yao Hu, Guohua Geng, Kang Li, Wei Zhou, Xingxing Hao, Xin Cao

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DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets

Oct 13, 2020
Shujun Wang, Lequan Yu, Kang Li, Xin Yang, Chi-Wing Fu, Pheng-Ann Heng

* Accepted at IEEE-TMI 2020 

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CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation

Oct 05, 2020
Tianlu Wang, Xuezhi Wang, Yao Qin, Ben Packer, Kang Li, Jilin Chen, Alex Beutel, Ed Chi

* 6 pages, accepted to EMNLP 2020 

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Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation

Oct 04, 2020
Kang Li, Lequan Yu, Shujun Wang, Pheng-Ann Heng

* AAAI 2020 
* Accepted by AAAI 2020 

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Dual-Teacher: Integrating Intra-domain and Inter-domain Teachers for Annotation-efficient Cardiac Segmentation

Jul 13, 2020
Kang Li, Shujun Wang, Lequan Yu, Pheng-Ann Heng

* Accepted at MICCAI 2020 

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Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images

Jul 10, 2020
Hui Qu, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Zhennan Yan, Kang Li, Gregory M. Riedlinger, Subhajyoti De, Shaoting Zhang, Dimitris N. Metaxas

* 12 pages 

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Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation

Aug 13, 2019
Chaowei Tan, Zhennan Yan, Shaoting Zhang, Kang Li, Dimitris N. Metaxas

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Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation

Jul 26, 2019
Shujun Wang, Lequan Yu, Kang Li, Xin Yang, Chi-Wing Fu, Pheng-Ann Heng

* Accepted at MICCAI 2019 

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Automatic Health Problem Detection from Gait Videos Using Deep Neural Networks

Jun 04, 2019
Rahil Mehrizi, Xi Peng, Shaoting Zhang, Ruisong Liao, Kang Li

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Effective 3D Humerus and Scapula Extraction using Low-contrast and High-shape-variability MR Data

Feb 22, 2019
Xiaoxiao He, Chaowei Tan, Yuting Qiao, Virak Tan, Dimitris Metaxas, Kang Li

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Real-Time Human-Robot Interaction for a Service Robot Based on 3D Human Activity Recognition and Human-mimicking Decision Mechanism

Jan 11, 2019
Kang Li, Jinting Wu, Xiaoguang Zhao, Min Tan

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Recognition of convolutional neural network based on CUDA Technology

Aug 27, 2018
Yi-bin Huang, Kang Li, Ge Wang, Min Cao, Pin Li, Yu-jia Zhang

* The novelty is too limited, we don't want to mislead others anymore 

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Toward Marker-free 3D Pose Estimation in Lifting: A Deep Multi-view Solution

Feb 06, 2018
Rahil Mehrizi, Xi Peng, Zhiqiang Tang, Xu Xu, Dimitris Metaxas, Kang Li

* FG2018, accepted as a long paper 

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Wolf in Sheep's Clothing - The Downscaling Attack Against Deep Learning Applications

Dec 21, 2017
Qixue Xiao, Kang Li, Deyue Zhang, Yier Jin

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