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OMSN and FAROS: OCTA Microstructure Segmentation Network and Fully Annotated Retinal OCTA Segmentation Dataset


Dec 26, 2022
Peng Xiao, Xiaodong Hu, Ke Ma, Gengyuan Wang, Ziqing Feng, Yuancong Huang, Jin Yuan

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* 10 pages, 6 figures, submitted to IEEE Transactions on Medical Imaging (TMI) 

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Precise Location Matching Improves Dense Contrastive Learning in Digital Pathology


Dec 23, 2022
Jingwei Zhang, Saarthak Kapse, Ke Ma, Prateek Prasanna, Maria Vakalopoulou, Joel Saltz, Dimitris Samaras

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* Submit to IPMI2023 

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A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial Game


Sep 13, 2022
Ke Ma, Qianqian Xu, Jinshan Zeng, Guorong Li, Xiaochun Cao, Qingming Huang

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* Early Access by TPAMI 2022 (https://ieeexplore.ieee.org/document/9830042
* 33 pages, https://github.com/alphaprime/Target_Attack_Rank_Aggregation 

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Prior-Guided Adversarial Initialization for Fast Adversarial Training


Jul 18, 2022
Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao

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* ECCV 2022 
* ECCV 2022 

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Gigapixel Whole-Slide Images Classification using Locally Supervised Learning


Jul 17, 2022
Jingwei Zhang, Xin Zhang, Ke Ma, Rajarsi Gupta, Joel Saltz, Maria Vakalopoulou, Dimitris Samaras

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* Accepted to MICCAI 2022 

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LAS-AT: Adversarial Training with Learnable Attack Strategy


Mar 13, 2022
Xiaojun Jia, Yong Zhang, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao

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* CVPR 2022 

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Visual attention analysis of pathologists examining whole slide images of Prostate cancer


Feb 17, 2022
Souradeep Chakraborty, Ke Ma, Rajarsi Gupta, Beatrice Knudsen, Gregory J. Zelinsky, Joel H. Saltz, Dimitris Samaras

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* Accepted for oral presentation at ISBI 2022 

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Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence


Nov 18, 2021
Xiang Bai, Hanchen Wang, Liya Ma, Yongchao Xu, Jiefeng Gan, Ziwei Fan, Fan Yang, Ke Ma, Jiehua Yang, Song Bai, Chang Shu, Xinyu Zou, Renhao Huang, Changzheng Zhang, Xiaowu Liu, Dandan Tu, Chuou Xu, Wenqing Zhang, Xi Wang, Anguo Chen, Yu Zeng, Dehua Yang, Ming-Wei Wang, Nagaraj Holalkere, Neil J. Halin, Ihab R. Kamel, Jia Wu, Xuehua Peng, Xiang Wang, Jianbo Shao, Pattanasak Mongkolwat, Jianjun Zhang, Weiyang Liu, Michael Roberts, Zhongzhao Teng, Lucian Beer, Lorena Escudero Sanchez, Evis Sala, Daniel Rubin, Adrian Weller, Joan Lasenby, Chuangsheng Zheng, Jianming Wang, Zhen Li, Carola-Bibiane Schönlieb, Tian Xia

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* Nature Machine Intelligence 

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Poisoning Attack against Estimating from Pairwise Comparisons


Jul 05, 2021
Ke Ma, Qianqian Xu, Jinshan Zeng, Xiaochun Cao, Qingming Huang

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* 31 pages 

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HAIR: Head-mounted AR Intention Recognition


Feb 22, 2021
David Puljiz, Bowen Zhou, Ke Ma, Björn Hein

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* As accepted to the 4th Virtual, Augmented and Mixed reality Human-robot interaction workshop (VAM-HRI), HRI 2021 

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