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Exploring Dynamic Context for Multi-path Trajectory Prediction

Nov 02, 2020
Hao Cheng, Wentong Liao, Xuejiao Tang, Michael Ying Yang, Monika Sester, Bodo Rosenhahn

* code available 

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Posterior Differential Regularization with f-divergence for Improving Model Robustness

Oct 23, 2020
Hao Cheng, Xiaodong Liu, Lis Pereira, Yaoliang Yu, Jianfeng Gao


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Pruning Filter in Filter

Oct 18, 2020
Fanxu Meng, Hao Cheng, Ke Li, Huixiang Luo, Xiaowei Guo, Guangming Lu, Xing Sun

* Accepted by NeurIPS2020 

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Learning with Instance-Dependent Label Noise: A Sample Sieve Approach

Oct 05, 2020
Hao Cheng, Zhaowei Zhu, Xingyu Li, Yifei Gong, Xing Sun, Yang Liu


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Approximate Piecewise Constant Curvature Equivalent Model and Their Application to Continuum Robot Configuration Estimation

Sep 15, 2020
Hao Cheng, Houde Liu, Xueqian Wang, Bin Liang


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Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing

Aug 20, 2020
Yu Gu, Robert Tinn, Hao Cheng, Michael Lucas, Naoto Usuyama, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon


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Do Not Disturb Me: Person Re-identification Under the Interference of Other Pedestrians

Aug 16, 2020
Shizhen Zhao, Changxin Gao, Jun Zhang, Hao Cheng, Chuchu Han, Xinyang Jiang, Xiaowei Guo, Wei-Shi Zheng, Nong Sang, Xing Sun

* Accepted by ECCV 2020 

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Attentive Graph Neural Networks for Few-Shot Learning

Jul 14, 2020
Hao Cheng, Joey Tianyi Zhou, Wee Peng Tay, Bihan Wen


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AMENet: Attentive Maps Encoder Network for Trajectory Prediction

Jun 15, 2020
Hao Cheng, Wentong Liao, Michael Ying Yang, Bodo Rosenhahn, Monika Sester


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Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering

May 05, 2020
Hao Cheng, Ming-Wei Chang, Kenton Lee, Kristina Toutanova

* ACL2020 

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Adversarial Training for Large Neural Language Models

Apr 29, 2020
Xiaodong Liu, Hao Cheng, Pengcheng He, Weizhu Chen, Yu Wang, Hoifung Poon, Jianfeng Gao

* 13 pages, 9 tables, 2 figures 

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DGD: Densifying the Knowledge of Neural Networks with Filter Grafting and Knowledge Distillation

Apr 26, 2020
Hao Cheng, Fanxu Meng, Ke Li, Huixiang Luo, Guangming Lu, Xiaowei Guo, Feiyue Huang, Xing Sun


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MCENET: Multi-Context Encoder Network for Homogeneous Agent Trajectory Prediction in Mixed Traffic

Mar 03, 2020
Hao Cheng, Wentong Liao. Michael Ying Yang, Monika Sester, Bodo Rosenhahn

* 8 pages, 5 figures, code is available on https://github.com/haohao11/MCENET 

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Filter Grafting for Deep Neural Networks

Feb 26, 2020
Fanxu Meng, Hao Cheng, Ke Li, Zhixin Xu, Rongrong Ji, Xing Sun, Gaungming Lu

* Accepted by CVPR2020 

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Defending against Backdoor Attack on Deep Neural Networks

Feb 26, 2020
Hao Cheng, Kaidi Xu, Sijia Liu, Pin-Yu Chen, Pu Zhao, Xue Lin

* Accepted by KDD 2019 AdvML workshop 

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The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding

Feb 19, 2020
Xiaodong Liu, Yu Wang, Jianshu Ji, Hao Cheng, Xueyun Zhu, Emmanuel Awa, Pengcheng He, Weizhu Chen, Hoifung Poon, Guihong Cao, Jianfeng Gao

* 9 pages, 3 figures and 3 tables 

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Context Conditional Variational Autoencoder for Predicting Multi-Path Trajectories in Mixed Traffic

Feb 17, 2020
Hao Cheng, Wentong Liao. Michael Ying Yang, Monica Sester, Bodo Rosenhahn

* 7 pages, 4 figures, code is available on https://github.com/wtliao/CCVAE 

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Asymmetric Co-Teaching for Unsupervised Cross Domain Person Re-Identification

Dec 03, 2019
Fengxiang Yang, Ke Li, Zhun Zhong, Zhiming Luo, Xing Sun, Hao Cheng, Xiaowei Guo, Feiyue Huang, Rongrong Ji, Shaozi Li

* Accepted by AAAi 2020 

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Interpretable Text Classification Using CNN and Max-pooling

Oct 14, 2019
Hao Cheng, Xiaoqing Yang, Zang Li, Yanghua Xiao, Yucheng Lin


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Many could be better than all: A novel instance-oriented algorithm for Multi-modal Multi-label problem

Jul 27, 2019
Yi Zhang, Cheng Zeng, Hao Cheng, Chongjun Wang, Lei Zhang

* To be published in ICME 2019 

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Second Rethinking of Network Pruning in the Adversarial Setting

Mar 29, 2019
Shaokai Ye, Kaidi Xu, Sijia Liu, Hao Cheng, Jan-Henrik Lambrechts, Huan Zhang, Aojun Zhou, Kaisheng Ma, Yanzhi Wang, Xue Lin


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Improving Span-based Question Answering Systems with Coarsely Labeled Data

Nov 05, 2018
Hao Cheng, Ming-Wei Chang, Kenton Lee, Ankur Parikh, Michael Collins, Kristina Toutanova


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Sounding Board: A User-Centric and Content-Driven Social Chatbot

Apr 26, 2018
Hao Fang, Hao Cheng, Maarten Sap, Elizabeth Clark, Ari Holtzman, Yejin Choi, Noah A. Smith, Mari Ostendorf

* 5 pages, 3 figures, NAACL 2018 

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