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Preprints
- 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
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Conference papers
- Zhishuai Zhang, Siyuan Qiao, Cihang Xie, Wei Shen, Bo Wang, Alan Yuille, “Single-Shot Object Detection with Enriched Semantics”, Computer Vision and Pattern Recognition (CVPR) 2018
[PDF] - Zhishuai Zhang, Cihang Xie, Jianyu Wang, Lingxi Xie, Alan Yuille, “DeepVoting: An Explainable Framework for Semantic Part Detection under Partial Occlusion”, 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
This work ranked No.2 in the NIPS 2017 Challenge: Defense against Adversarial Attack
[PDF] [CODE] [SLIDES] - Cihang Xie, Jianyu Wang, Zhishuai Zhang, Yuyin Zhou, Lingxi Xie, Alan Yuille, “Adversarial Examples for Semantic Segmentation and Object Detection”, International Conference on Computer Vision (ICCV) 2017
[PDF] [CODE] [SLIDES] - Jianyu Wang, Cihang Xie, Zhishuai Zhang, Jun Zhu, Lingxi Xie, Alan Yuille, “Detecting Semantic Parts on Partially Occluded Objects”, British Machine Vision Conference (BMVC) 2017
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Journal papers
- 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 2017
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