Span-based Localizing Network for Natural Language Video Localization

Apr 29, 2020
Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou

* To appear at ACL 2020 

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An Unsupervised Semantic Sentence Ranking Scheme for Text Documents

Apr 28, 2020
Hao Zhang, Jie Wang

* To appear in Integrated Computer-Aided Engineering (ICAE) 

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Graph2Plan: Learning Floorplan Generation from Layout Graphs

Apr 27, 2020
Ruizhen Hu, Zeyu Huang, Yuhan Tang, Oliver van Kaick, Hao Zhang, Hui Huang

* ACM Transactions on Graphics 2020 

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Data-Driven Construction of Data Center Graph of Things for Anomaly Detection

Apr 27, 2020
Hao Zhang, Zhan Li, Zhixing Ren

* 17 pages, 9 figures, 4 tables 

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Developing a Recommendation Benchmark for MLPerf Training and Inference

Apr 14, 2020
Carole-Jean Wu, Robin Burke, Ed H. Chi, Joseph Konstan, Julian McAuley, Yves Raimond, Hao Zhang


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Representing Multi-Robot Structure through Multimodal Graph Embedding for the Selection of Robot Teams

Apr 07, 2020
Brian Reily, Christopher Reardon, Hao Zhang

* Accepted to International Conference on Robotics and Automation (ICRA) 2020, IEEE copyright 

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Simultaneous Learning from Human Pose and Object Cues for Real-Time Activity Recognition

Mar 26, 2020
Brian Reily, Qingzhao Zhu, Christopher Reardon, Hao Zhang

* Accepted to International Conference on Robotics and Automation (ICRA) 2020, IEEE copyright 

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Dual-discriminator GAN: A GAN way of profile face recognition

Mar 20, 2020
Xinyu Zhang, Yang Zhao, Hao Zhang


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Deep Quaternion Features for Privacy Protection

Mar 18, 2020
Hao Zhang, Yiting Chen, Liyao Xiang, Haotian Ma, Jie Shi, Quanshi Zhang


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A Survey on Deep Hashing Methods

Mar 04, 2020
Xiao Luo, Chong Chen, Huasong Zhong, Hao Zhang, Minghua Deng, Jianqiang Huang, Xiansheng Hua

* 23 pages, 0 figure. arXiv admin note: text overlap with arXiv:1606.00185, arXiv:1804.08275 by other authors 

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Propagating Asymptotic-Estimated Gradients for Low Bitwidth Quantized Neural Networks

Mar 04, 2020
Jun Chen, Yong Liu, Hao Zhang, Shengnan Hou, Jian Yang

* IEEE Journal of Selected Topics in Signal Processing 2020 
* This paper has been accepted for publication in the IEEE Journal of Selected Topics in Signal Processing 

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GANHopper: Multi-Hop GAN for Unsupervised Image-to-Image Translation

Feb 29, 2020
Wallace Lira, Johannes Merz, Daniel Ritchie, Daniel Cohen-Or, Hao Zhang

* 9 pages, 9 figures 

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Graph Ordering: Towards the Optimal by Learning

Jan 18, 2020
Kangfei Zhao, Yu Rong, Jeffrey Xu Yu, Junzhou Huang, Hao Zhang

* 11 pages 

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Mastering Complex Control in MOBA Games with Deep Reinforcement Learning

Jan 03, 2020
Deheng Ye, Zhao Liu, Mingfei Sun, Bei Shi, Peilin Zhao, Hao Wu, Hongsheng Yu, Shaojie Yang, Xipeng Wu, Qingwei Guo, Qiaobo Chen, Yinyuting Yin, Hao Zhang, Tengfei Shi, Liang Wang, Qiang Fu, Wei Yang, Lanxiao Huang

* accepted as a conference paper by AAAI-2020 

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Efficient Robotic Task Generalization Using Deep Model Fusion Reinforcement Learning

Dec 11, 2019
Tianying Wang, Hao Zhang, Wei Qi Toh, Hongyuan Zhu, Cheston Tan, Yan Wu, Yong Liu, Wei Jing

* Accepted by ROBIO 2019 

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RoboCoDraw: Robotic Avatar Drawing with GAN-based Style Transfer and Time-efficient Path Optimization

Dec 11, 2019
Tianying Wang, Wei Qi Toh, Hao Zhang, Xiuchao Sui, Shaohua Li, Yong Liu, Wei Jing

* Accepted by AAAI2020 

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DR-KFD: A Differentiable Visual Metric for 3D Shape Reconstruction

Nov 28, 2019
Jiongchao Jin, Akshay Gadi Patil, Hao Zhang


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PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes

Nov 25, 2019
Rundi Wu, Yixin Zhuang, Kai Xu, Hao Zhang, Baoquan Chen


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Towards a Unified Evaluation of Explanation Methods without Ground Truth

Nov 20, 2019
Hao Zhang, Jiayi Chen, Haotian Xue, Quanshi Zhang


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BSP-Net: Generating Compact Meshes via Binary Space Partitioning

Nov 16, 2019
Zhiqin Chen, Andrea Tagliasacchi, Hao Zhang


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Faster and Safer Training by Embedding High-Level Knowledge into Deep Reinforcement Learning

Oct 22, 2019
Haodi Zhang, Zihang Gao, Yi Zhou, Hao Zhang, Kaishun Wu, Fangzhen Lin


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Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs

Sep 03, 2019
Minjie Wang, Lingfan Yu, Da Zheng, Quan Gan, Yu Gai, Zihao Ye, Mufei Li, Jinjing Zhou, Qi Huang, Chao Ma, Ziyue Huang, Qipeng Guo, Hao Zhang, Haibin Lin, Junbo Zhao, Jinyang Li, Alexander Smola, Zheng Zhang


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SDM-NET: Deep Generative Network for Structured Deformable Mesh

Sep 03, 2019
Lin Gao, Jie Yang, Tong Wu, Yu-Jie Yuan, Hongbo Fu, Yu-Kun Lai, Hao Zhang

* Conditionally Accepted to Siggraph Asia 2019 

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Generating an Overview Report over Many Documents

Aug 17, 2019
Jingwen Wang, Hao Zhang, Cheng Zhang, Wenjing Yang, Liqun Shao, Jie Wang


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An End-to-End Neural Network for Image Cropping by Learning Composition from Aesthetic Photos

Aug 07, 2019
Peng Lu, Hao Zhang, Xujun Peng, Xiaofu Jin


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