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Chuan Guo

Human Pose and Shape Estimation from Single Polarization Images


Aug 15, 2021
Shihao Zou, Xinxin Zuo, Sen Wang, Yiming Qian, Chuan Guo, Wei Ji, Jingjing Li, Minglun Gong, Li Cheng

* Submitted to IEEE TIP 
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EventHPE: Event-based 3D Human Pose and Shape Estimation


Aug 15, 2021
Shihao Zou, Chuan Guo, Xinxin Zuo, Sen Wang, Pengyu Wang, Xiaoqin Hu, Shoushun Chen, Minglun Gong, Li Cheng

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* ICCV 2021 
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Online Adaptation to Label Distribution Shift


Jul 09, 2021
Ruihan Wu, Chuan Guo, Yi Su, Kilian Q. Weinberger

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Byzantine-Robust and Privacy-Preserving Framework for FedML


May 05, 2021
Hanieh Hashemi, Yongqin Wang, Chuan Guo, Murali Annavaram

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* Security and Safety in Machine Learning Systems Workshop in ICLR 2021 
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Gradient-based Adversarial Attacks against Text Transformers


Apr 15, 2021
Chuan Guo, Alexandre Sablayrolles, Hervé Jégou, Douwe Kiela

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Fixes That Fail: Self-Defeating Improvements in Machine-Learning Systems


Mar 22, 2021
Ruihan Wu, Chuan Guo, Awni Hannun, Laurens van der Maaten

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Measuring Data Leakage in Machine-Learning Models with Fisher Information


Feb 23, 2021
Awni Hannun, Chuan Guo, Laurens van der Maaten


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Making Paper Reviewing Robust to Bid Manipulation Attacks


Feb 22, 2021
Ruihan Wu, Chuan Guo, Felix Wu, Rahul Kidambi, Laurens van der Maaten, Kilian Q. Weinberger

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Action2Motion: Conditioned Generation of 3D Human Motions


Jul 30, 2020
Chuan Guo, Xinxin Zuo, Sen Wang, Shihao Zou, Qingyao Sun, Annan Deng, Minglun Gong, Li Cheng

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* 13 pages, ACM MultiMedia 2020 
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TrojanNet: Embedding Hidden Trojan Horse Models in Neural Networks


Feb 24, 2020
Chuan Guo, Ruihan Wu, Kilian Q. Weinberger

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Secure multiparty computations in floating-point arithmetic


Jan 09, 2020
Chuan Guo, Awni Hannun, Brian Knott, Laurens van der Maaten, Mark Tygert, Ruiyu Zhu

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* 31 pages, 13 figures, 6 tables 
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Certified Data Removal from Machine Learning Models


Nov 11, 2019
Chuan Guo, Tom Goldstein, Awni Hannun, Laurens van der Maaten

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* Submitted to AISTATS 2020 
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A New Defense Against Adversarial Images: Turning a Weakness into a Strength


Oct 16, 2019
Tao Yu, Shengyuan Hu, Chuan Guo, Wei-Lun Chao, Kilian Q. Weinberger

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* *: Equal Contribution, 14 pages 
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Simple Black-box Adversarial Attacks


May 17, 2019
Chuan Guo, Jacob R. Gardner, Yurong You, Andrew Gordon Wilson, Kilian Q. Weinberger

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* Published at ICML 2019 
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AT-GAN: A Generative Attack Model for Adversarial Transferring on Generative Adversarial Nets


Apr 17, 2019
Xiaosen Wang, Kun He, Chuan Guo, Kilian Q. Weinberger, John E. Hopcroft

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* We want to withdraw as the current version is not comfirmed by all authors. We will later on submit an improved version with all authors' approval 
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Exploiting Emotions for Fake News Detection on Social Media


Mar 05, 2019
Chuan Guo, Juan Cao, Xueyao Zhang, Kai Shu, Miao Yu

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* 7 pages, 6 figures 
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Low Frequency Adversarial Perturbation


Sep 24, 2018
Chuan Guo, Jared S. Frank, Kilian Q. Weinberger

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* 8 pages, 8 figures. Submitted to AAAI 2019 
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An empirical study on evaluation metrics of generative adversarial networks


Aug 17, 2018
Qiantong Xu, Gao Huang, Yang Yuan, Chuan Guo, Yu Sun, Felix Wu, Kilian Weinberger

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* arXiv admin note: text overlap with arXiv:1802.03446 by other authors 
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Countering Adversarial Images using Input Transformations


Jan 25, 2018
Chuan Guo, Mayank Rana, Moustapha Cisse, Laurens van der Maaten

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* 12 pages, 6 figures, submitted to ICLR 2018 
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On Calibration of Modern Neural Networks


Aug 03, 2017
Chuan Guo, Geoff Pleiss, Yu Sun, Kilian Q. Weinberger

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* ICML 2017 
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