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CREDIT: Coarse-to-Fine Sequence Generation for Dialogue State Tracking

Sep 22, 2020
Zhi Chen, Lu Chen, Zihan Xu, Yanbin Zhao, Su Zhu, Kai Yu

* 10 pages, 3 figures 

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Dual Learning for Dialogue State Tracking

Sep 22, 2020
Zhi Chen, Lu Chen, Yanbin Zhao, Su Zhu, Kai Yu

* 7 pages, 4 figures 

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Structured Hierarchical Dialogue Policy with Graph Neural Networks

Sep 22, 2020
Zhi Chen, Xiaoyuan Liu, Lu Chen, Kai Yu

* 10 pages, 4 figures 

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Distributed Structured Actor-Critic Reinforcement Learning for Universal Dialogue Management

Sep 22, 2020
Zhi Chen, Lu Chen, Xiaoyuan Liu, Kai Yu

* 12 pages, 7 figures 

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Deep Reinforcement Learning for On-line Dialogue State Tracking

Sep 22, 2020
Zhi Chen, Lu Chen, Xiang Zhou, Kai Yu

* 10 pages, 5 figures 

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Rethinking Generative Zero-Shot Learning: An Ensemble Learning Perspective for Recognising Visual Patches

Aug 07, 2020
Zhi Chen, Sen Wang, Jingjing Li, Zi Huang

* ACM MM 2020 

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Cascade Network with Guided Loss and Hybrid Attention for Two-view Geometry

Jul 16, 2020
Zhi Chen, Fan Yang, Wenbing Tao


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FilterNet: A Neighborhood Relationship Enhanced Fully Convolutional Network for Calf Muscle Compartment Segmentation

Jun 21, 2020
Zhihui Guo, Honghai Zhang, Zhi Chen, Ellen van der Plas, Laurie Gutmann, Daniel Thedens, Peggy Nopoulos, Milan Sonka


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Nimble: Efficiently Compiling Dynamic Neural Networks for Model Inference

Jun 04, 2020
Haichen Shen, Jared Roesch, Zhi Chen, Wei Chen, Yong Wu, Mu Li, Vin Sharma, Zachary Tatlock, Yida Wang


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Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders

Apr 30, 2020
Yanbin Zhao, Lu Chen, Zhi Chen, Kai Yu


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Concept Whitening for Interpretable Image Recognition

Feb 05, 2020
Zhi Chen, Yijie Bei, Cynthia Rudin


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Time-aware Gradient Attack on Dynamic Network Link Prediction

Nov 24, 2019
Jinyin Chen, Jian Zhang, Zhi Chen, Min Du, Feifei Li, Qi Xuan

* 7 pages 

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GLA-Net: An Attention Network with Guided Loss for Mismatch Removal

Sep 28, 2019
Zhi Chen, Fan Yang, Wenbing Tao


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CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language

Sep 21, 2019
Zhi Chen, Jingjing Li, Yadan Luo, Zi Huang, Yang Yang

* WACV 2020 

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AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning

May 27, 2019
Lu Chen, Zhi Chen, Bowen Tan, Sishan Long, Milica Gasic, Kai Yu

* 14 pages, 8 figures; Accepted by IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING 

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Supervised and Semi-Supervised Deep Neural Networks for CSI-Based Authentication

Jul 25, 2018
Qian Wang, Hang Li, Zhi Chen, Dou Zhao, Shuang Ye, Jiansheng Cai

* This paper has been submitted for possible publication 

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Deep Global-Connected Net With The Generalized Multi-Piecewise ReLU Activation in Deep Learning

Jun 19, 2018
Zhi Chen, Pin-han Ho

* 9 pages, 3 figures and 5 tables 

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Adversarial Feature Matching for Text Generation

Nov 18, 2017
Yizhe Zhang, Zhe Gan, Kai Fan, Zhi Chen, Ricardo Henao, Dinghan Shen, Lawrence Carin

* Accepted by ICML 2017 

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