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Q-learning with Language Model for Edit-based Unsupervised Summarization

Oct 09, 2020
Ryosuke Kohita, Akifumi Wachi, Yang Zhao, Ryuki Tachibana

* 14 pages, 4 figures 

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Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning

Oct 09, 2020
Xiaomian Kang, Yang Zhao, Jiajun Zhang, Chengqing Zong

* Accepted to EMNLP 2020 long paper 

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FaultNet: A Deep Convolutional Neural Network for bearing fault classification

Oct 05, 2020
Rishikesh Magar, Lalit Ghule, Junhan Li, Yang Zhao, Amir Barati Farimani

* 5 figures. Preprint the work is currently under review 

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Structure-Aware Human-Action Generation

Jul 16, 2020
Ping Yu, Yang Zhao, Chunyuan Li, Junsong Yuan, Changyou Chen

* accepted by ECCV 2020 

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Responsive Web User Interface to Recover Training Data from User Gradients in Federated Learning

Jun 08, 2020
Hans Albert Lianto, Yang Zhao, Jun Zhao

* This paper appears in ACM ASIA Conference on Computer and Communications Security (ACMASIACCS) 2020 

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SmartExchange: Trading Higher-cost Memory Storage/Access for Lower-cost Computation

May 08, 2020
Yang Zhao, Xiaohan Chen, Yue Wang, Chaojian Li, Haoran You, Yonggan Fu, Yuan Xie, Zhangyang Wang, Yingyan Lin

* Accepted by 47th International Symposium on Computer Architecture (ISCA'2020) 

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TIMELY: Pushing Data Movements and Interfaces in PIM Accelerators Towards Local and in Time Domain

May 03, 2020
Weitao Li, Pengfei Xu, Yang Zhao, Haitong Li, Yuan Xie, Yingyan Lin

* Accepted by 47th International Symposium on Computer Architecture (ISCA'2020) 

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Discretized Bottleneck in VAE: Posterior-Collapse-Free Sequence-to-Sequence Learning

Apr 22, 2020
Yang Zhao, Ping Yu, Suchismit Mahapatra, Qinliang Su, Changyou Chen


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Local Differential Privacy based Federated Learning for Internet of Things

Apr 19, 2020
Yang Zhao, Jun Zhao, Mengmeng Yang, Teng Wang, Ning Wang, Lingjuan Lyu, Dusit Niyato, Kwok Yan Lam


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Feature Quantization Improves GAN Training

Apr 05, 2020
Yang Zhao, Chunyuan Li, Ping Yu, Jianfeng Gao, Changyou Chen

* The first two authors contributed equally to this manuscript. Code: https://github.com/YangNaruto/FQ-GAN 

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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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A New MRAM-based Process In-Memory Accelerator for Efficient Neural Network Training with Floating Point Precision

Mar 02, 2020
Hongjie Wang, Yang Zhao, Chaojian Li, Yue Wang, Yingyan Lin

* Accepted by the IEEE International Symposium on Circuits and Systems 2020 (ISCAS'2020) 

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DNN-Chip Predictor: An Analytical Performance Predictor for DNN Accelerators with Various Dataflows and Hardware Architectures

Feb 26, 2020
Yang Zhao, Chaojian Li, Yue Wang, Pengfei Xu, Yongan Zhang, Yingyan Lin

* Accepted by 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP'2020) 

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Where Does It Exist: Spatio-Temporal Video Grounding for Multi-Form Sentences

Feb 25, 2020
Zhu Zhang, Zhou Zhao, Yang Zhao, Qi Wang, Huasheng Liu, Lianli Gao

* This paper is accepted by CVPR 2020 

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AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs

Jan 06, 2020
Pengfei Xu, Xiaofan Zhang, Cong Hao, Yang Zhao, Yongan Zhang, Yue Wang, Chaojian Li, Zetong Guan, Deming Chen, Yingyan Lin

* Accepted by 28th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA'2020) 

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Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions

Dec 21, 2019
Zhenyi Wang, Ping Yu, Yang Zhao, Ruiyi Zhang, Yufan Zhou, Junsong Yuan, Changyou Chen

* AAAI 2020 

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E2-Train: Training State-of-the-art CNNs with Over 80% Energy Savings

Dec 06, 2019
Yue Wang, Ziyu Jiang, Xiaohan Chen, Pengfei Xu, Yang Zhao, Yingyan Lin, Zhangyang Wang


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Patchy Image Structure Classification Using Multi-Orientation Region Transform

Dec 02, 2019
Xiaohan Yu, Yang Zhao, Yongsheng Gao, Shengwu Xiong, Xiaohui Yuan

* Accepted by AAAI 2020 

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E2-Train: Training State-of-the-art CNNs with Over 80% Less Energy

Nov 06, 2019
Yue Wang, Ziyu Jiang, Xiaohan Chen, Pengfei Xu, Yang Zhao, Yingyan Lin, Zhangyang Wang


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A Deep Gradient Boosting Network for Optic Disc and Cup Segmentation

Nov 05, 2019
Qing Liu, Beiji Zou, Yang Zhao, Yixiong Liang


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E2-Train: Energy-Efficient Deep Network Training with Data-, Model-, and Algorithm-Level Saving

Oct 29, 2019
Yue Wang, Ziyu Jiang, Xiaohan Chen, Pengfei Xu, Yang Zhao, Yingyan Lin, Zhangyang Wang


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Deep High-Resolution Representation Learning for Visual Recognition

Aug 20, 2019
Jingdong Wang, Ke Sun, Tianheng Cheng, Borui Jiang, Chaorui Deng, Yang Zhao, Dong Liu, Yadong Mu, Mingkui Tan, Xinggang Wang, Wenyu Liu, Bin Xiao

* arXiv admin note: text overlap with arXiv:1904.04514 

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MobileFAN: Transferring Deep Hidden Representation for Face Alignment

Aug 11, 2019
Yang Zhao, Yifan Liu, Chunhua Shen, Yongsheng Gao, Shengwu Xiong


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Mobile Edge Computing, Blockchain and Reputation-based Crowdsourcing IoT Federated Learning: A Secure, Decentralized and Privacy-preserving System

Jun 26, 2019
Yang Zhao, Jun Zhao, Linshan Jiang, Rui Tan, Dusit Niyato


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High-Resolution Representations for Labeling Pixels and Regions

Apr 09, 2019
Ke Sun, Yang Zhao, Borui Jiang, Tianheng Cheng, Bin Xiao, Dong Liu, Yadong Mu, Xinggang Wang, Wenyu Liu, Jingdong Wang


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Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning

Mar 22, 2019
Xiaoguang Tu, Jian Zhao, Zihang Jiang, Yao Luo, Mei Xie, Yang Zhao, Linxiao He, Zheng Ma, Jiashi Feng

* 10 pages, 7figures, 3 tables 

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