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Preprints

  • Adam Kortylewski, Qing Liu, Huiyu Wang, Zhishuai Zhang, Alan Yuille, “Compositional Convolutional Networks For Robust Object Classification under Occlusion”, arXiv (PDF)
  • Yingwei Li, Song Bai, Yuyin Zhou, Cihang Xie, Zhishuai Zhang, Alan Yuille, “Learning Transferable Adversarial Examples via Ghost Networks”, arXiv (PDF)
  • Zhishuai Zhang, Wei Shen, Siyuan Qiao, Yan Wang, Bo Wang, Alan Yuille, “Robust Face Detection via Learning Small Faces on Hard Images”, arXiv (PDF)
  • Jianyu Wang, Zhishuai Zhang, Cihang Xie, Vittal Premachandran, Alan Yuille, “Unsupervised learning of object semantic parts from internal states of CNNs by population encoding”, arXiv (PDF)

Conference papers

  • 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)
  • Siyuan Qiao, Wei Shen, Zhishuai Zhang, Bo Wang, Alan Yuille, “Deep Co-Training for Semi-Supervised Image Recognition”, European Conference on Computer Vision (ECCV) 2018 (PDF)
  • Siyuan Qiao, Zhishuai Zhang, Wei Shen, Bo Wang, Alan Yuille, “Gradually Updated Neural Networks for Large-Scale Image Recognition”, International Conference on Machine Learning (ICML) 2018 (PDF)
  • Zhishuai Zhang, Siyuan Qiao, Cihang Xie, Wei Shen, Bo Wang, Alan Yuille, “Single-Shot Object Detection with Enriched Semantics”, Conference on Computer Vision and Pattern Recognition (CVPR) 2018 (PDF)
  • Zhishuai Zhang*, Cihang Xie*, Jianyu Wang*, Lingxi Xie, Alan Yuille (*equal contribution), “DeepVoting: An Explainable Framework for Semantic Part Detection under Partial Occlusion”, Conference on Computer Vision and Pattern Recognition (CVPR) 2018 (PDF)
  • Cihang Xie, Jianyu Wang, Zhishuai Zhang, Zhou Ren, Alan Yuille, “Mitigating adversarial effects through randomization”, International Conference on Learning Representations (ICLR) 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)
  • Jianyu Wang*, Cihang Xie*, Zhishuai Zhang*, Jun Zhu, Lingxi Xie, Alan Yuille (*equal contribution), “Detecting Semantic Parts on Partially Occluded Objects”, British Machine Vision Conference (BMVC) 2017 (PDF)

Journal papers

  • Jianyu Wang, Zhishuai 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)