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Cihang Xie

Johns Hopkins University

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Publication

Featured researches published by Cihang Xie.

arXiv: Computer Vision and Pattern Recognition | 2018

Adversarial Attacks and Defences Competition

Alexey Kurakin; Ian J. Goodfellow; Samy Bengio; Yinpeng Dong; Fangzhou Liao; Ming Liang; Tianyu Pang; Jun Zhu; Xiaolin Hu; Cihang Xie; Jianyu Wang; Zhishuai Zhang; Zhou Ren; Alan L. Yuille; Sangxia Huang; Yao Zhao; Yuzhe Zhao; Zhonglin Han; Junjiajia Long; Yerkebulan Berdibekov; Takuya Akiba; Seiya Tokui; Motoki Abe

To accelerate research on adversarial examples and robustness of machine learning classifiers, Google Brain organized a NIPS 2017 competition that encouraged researchers to develop new methods to generate adversarial examples as well as to develop new ways to defend against them. In this chapter, we describe the structure and organization of the competition and the solutions developed by several of the top-placing teams.

international conference on computer vision | 2017

Adversarial Examples for Semantic Segmentation and Object Detection

Cihang Xie; Jianyu Wang; Zhishuai Zhang; Yuyin Zhou; Lingxi Xie; Alan L. Yuille

international conference on learning representations | 2018

Mitigating Adversarial Effects Through Randomization

Cihang Xie; Jianyu Wang; Zhishuai Zhang; Zhou Ren; Alan L. Yuille

arXiv: Learning | 2015

Unsupervised learning of object semantic parts from internal states of CNNs by population encoding

Jianyu Wang; Zhishuai Zhang; Cihang Xie; Vittal Premachandran; Alan L. Yuille

computer vision and pattern recognition | 2018

Single-Shot Object Detection With Enriched Semantics

Zhishuai Zhang; Siyuan Qiao; Cihang Xie; Wei Shen; Bo Wang; Alan L. Yuille

british machine vision conference | 2017

Detecting Semantic Parts on Partially Occluded Objects

Jianyu Wang; Cihang Xie; Zhishuai Zhang; Jun Zhu; Lingxi Xie; Alan L. Yuille

arXiv: Computer Vision and Pattern Recognition | 2018

Visual concepts and compositional voting

Jianyu Wang; Zhishuai Zhang; Cihang Xie; Yuyin Zhou; Vittal Premachandran; Jun Zhu; Lingxi Xie; Alan L. Yuille

Archive | 2017

DeepVoting: An Explainable Framework for Semantic Part Detection under Partial Occlusion.

Zhishuai Zhang; Cihang Xie; Jianyu Wang; Lingxi Xie; Alan L. Yuille

computer vision and pattern recognition | 2018

DeepVoting: A Robust and Explainable Deep Network for Semantic Part Detection Under Partial Occlusion

Zhishuai Zhang; Cihang Xie; Jianyu Wang; Lingxi Xie; Alan L. Yuille

arXiv: Learning | 2018

Technical Report on the CleverHans v2.1.0 Adversarial Examples Library.

Nicolas Papernot; Fartash Faghri; Nicholas Carlini; Ian J. Goodfellow; Reuben Feinman; Alexey Kurakin; Cihang Xie; Yash Sharma; Tom B. Brown; Aurko Roy; Alexander Matyasko; Vahid Behzadan; Karen Hambardzumyan; Zhishuai Zhang; Yi-Lin Juang; Zhi Li; Ryan Sheatsley; Abhibhav Garg; Jonathan Uesato; Willi Gierke; Yinpeng Dong; David Berthelot; Paul Hendricks; Jonas Rauber; Rujun Long; Patrick D. McDaniel

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Zhishuai Zhang

Johns Hopkins University

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Alan L. Yuille

Johns Hopkins University

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Jianyu Wang

Baidu

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Lingxi Xie

Tsinghua University

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Yuyin Zhou

Johns Hopkins University

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Jun Zhu

Tsinghua University

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Zhou Ren

Nanyang Technological University

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Vittal Premachandran

Johns Hopkins University

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Yinpeng Dong

Tsinghua University

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Alexey Kurakin

Google

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