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Preprints

  • Song Bai, Yingwei Li, Yuyin Zhou, Qizhu Li, Philip HS Torr, “Adversarial Metric Attack for Person Re-identification”, Arxiv (PDF)
  • Lifeng Huang, Chengying Gao, Yuyin Zhou, Changqing Zou, Cihang Xie, Alan Yuille, Ning Liu, “UPC: Learning Universal Physical Camouflage Attacks on Object Detectors”, Arxiv (PDF)

Conference papers

  • Yingwei Li, Song Bai, Yuyin Zhou, Cihang Xie, Zhishuai Zhang, Alan L. Yuille, “Learning Transferable Adversarial Examples via Ghost Networks”, AAAI Conference on Artificial Intelligence (AAAI), 2020. (PDF)
  • Zhishuai Zhang, Yuyin Zhou, Wei Shen, Elliot K Fishman, Alan L Yuille, “Lesion Detection by Efficiently Bridging 3D Context”, Machine Learning in Medical Imaging (MLMI, Oral) Workshop of MICCAI, 2019.
  • Yuyin Zhou, David Dreizin, Yingwei Li, Zhishuai Zhang, Yan Wang, Alan L Yuille, “Multi-Scale Attentional Network for Multi-Focal Segmentation of Active Bleed after Pelvic Fractures”, Machine Learning in Medical Imaging (MLMI) Workshop of MICCAI, 2019. (PDF)
  • Fengze Liu, Yuyin Zhou, Elliot K Fishman, Alan L Yuille, “FusionNet: Incorporating Shape and Texture for Abnormality Detection in 3D Abdominal CT Scans”, Machine Learning in Medical Imaging (MLMI) Workshop of MICCAI, 2019. (PDF)
  • Yuyin Zhou, Yingwei Li, Zhishuai Zhang, Yan Wang, Angtian Wang, Elliot K Fishman, Alan L Yuille, Seyoun Park, “Hyper-Pairing Network for Multi-Phase Pancreatic Ductal Adenocarcinoma Segmentation”, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2019 (PDF)
  • Yuyin Zhou, Zhe Li, Song Bai, Chong Wang, Xinlei Chen, Mei Han, Elliot Fishman, Alan L. Yuille, “Prior-aware Neural Network for Partially-Supervised Multi-Organ Segmentation”, International Conference on Computer Vision (ICCV) 2019 (PDF)
  • Cihang Xie, Zhishuai Zhang, Yuyin Zhou, Song Bai, Jianyu Wang, Zhou Ren, Alan Yuille, “Improving Transferability of Adversarial Examples with Input Diversity”, Conference on Computer Vision and Pattern Recognition (CVPR) 2019 (PDF)
  • Yuyin Zhou, Yan Wang, Peng Tang, Song Bai, Wei Shen, Elliot K. Fishman, Alan Yuille. “Semi-Supervised 3D Multi-Organ Segmentation via Deep Multi-Planar Co-Training”, IEEE Winter Conference on Applications of Computer Vision (WACV) 2019 (PDF)
  • Yan Wang, Yuyin Zhou, Peng Tang, Wei Shen, Elliot K. Fishman, Alan Yuille. Training Multi-organ Segmentation Networks with Sample Selection by Relaxed Upper Confident Bound. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI, Oral) 2018. (PDF)
  • Qihang Yu, Lingxi Xie, Yan Wang, Yuyin Zhou, Elliot K Fishman, “Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation”, Conference on Computer Vision and Pattern Recognition (CVPR) 2018 (PDF)
  • Cihang Xie*, Jianyu Wang*, Zhishuai Zhang*, Yuyin Zhou, Lingxi Xie, Alan Yuille (*equal contribution), “Adversarial Examples for Semantic Segmentation and Object Detection”, International Conference on Computer Vision (ICCV) 2017 (PDF)
  • Yuyin Zhou, Lingxi Xie, Wei Shen, Yan Wang, Elliot K Fishman, Alan L Yuille, “A Fixed-Point Model for Pancreas Segmentation in Abdominal CT Scans”, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2017 (PDF)
  • Yuyin Zhou, Lingxi Xie, Elliot K Fishman, Alan L Yuille, “Deep Supervision for Pancreatic Cyst Segmentation in Abdominal CT Scans”, International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2017 (PDF)

Journal papers

  • David Dreizin, Yuyin Zhou, Yixiao Zhang, Nikki Tirada, Alan L. Yuille, “Performance of a Deep Learning Algorithm for Automated Segmentation and Quantification of Traumatic Pelvic Hematomas on CT”. Journal of Digital Imaging 2019 (PDF)
  • Yan Wang*, Yuyin Zhou*, Wei Shen, Seyoun Park, Elliot K. Fishman, Alan Yuille, “Abdominal multi-organ segmentation with organ-attention networks and statistical fusion”, Medical Image Analysis 2019 (PDF)
  • Jianyu Wang, Zhishual Zhang, Cihang Xie, Yuyin Zhou, Vittal Premachandran, Jun Zhu, Lingxi Xie, Alan Yuille, “Visual Concepts and Compositional Voting”, Annals of Mathematical Sciences and Applications 2018 (PDF)