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Layer-Wise Multi-View Learning for Neural Machine Translation

Nov 03, 2020
Qiang Wang, Changliang Li, Yue Zhang, Tong Xiao, Jingbo Zhu

* COLING 2020 

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Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation

Oct 16, 2020
Qiang Wang, Tong Xiao, Jingbo Zhu

* Accepted at Findings of EMNLP 2020 

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Automatic label correction based on CCESD

Oct 05, 2020
Jiawei Liu, Qiang Wang, Huijie Fan, Yandong Tang

* code and dataset: 

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Rethinking Performance Estimation in Neural Architecture Search

May 20, 2020
Xiawu Zheng, Rongrong Ji, Qiang Wang, Qixiang Ye, Zhenguo Li, Yonghong Tian, Qi Tian

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DyNet: Dynamic Convolution for Accelerating Convolutional Neural Networks

Apr 22, 2020
Yikang Zhang, Jian Zhang, Qiang Wang, Zhao Zhong

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Data Poisoning Attacks on Federated Machine Learning

Apr 19, 2020
Gan Sun, Yang Cong, Jiahua Dong, Qiang Wang, Ji Liu

* 8pages,16 figures 

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FADNet: A Fast and Accurate Network for Disparity Estimation

Mar 24, 2020
Qiang Wang, Shaohuai Shi, Shizhen Zheng, Kaiyong Zhao, Xiaowen Chu

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Communication Contention Aware Scheduling of Multiple Deep Learning Training Jobs

Feb 24, 2020
Qiang Wang, Shaohuai Shi, Canhui Wang, Xiaowen Chu

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Neural Machine Translation with Joint Representation

Feb 18, 2020
Yanyang Li, Qiang Wang, Tong Xiao, Tongran Liu, Jingbo Zhu

* AAAI 2020 

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Multi-layer Representation Fusion for Neural Machine Translation

Feb 16, 2020
Qiang Wang, Fuxue Li, Tong Xiao, Yanyang Li, Yinqiao Li, Jingbo Zhu

* COLING 2018 

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Force-guided High-precision Grasping Control of Fragile and Deformable Objects using sEMG-based Force Prediction

Feb 05, 2020
Ruoshi Wen, Kai Yuan, Qiang Wang, Shuai Heng, Zhibin Li

* 8 pages, 11 figures, to be published on IEEE Robotics and Automation Letters. For the attached video, see 

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BETANAS: BalancEd TrAining and selective drop for Neural Architecture Search

Dec 24, 2019
Muyuan Fang, Qiang Wang, Zhao Zhong

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Adversarial AutoAugment

Dec 24, 2019
Xinyu Zhang, Qiang Wang, Jian Zhang, Zhao Zhong

* ICLR2020 

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IRS: A Large Synthetic Indoor Robotics Stereo Dataset for Disparity and Surface Normal Estimation

Dec 20, 2019
Qiang Wang, Shizhen Zheng, Qingsong Yan, Fei Deng, Kaiyong Zhao, Xiaowen Chu

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Layer-wise Adaptive Gradient Sparsification for Distributed Deep Learning with Convergence Guarantees

Nov 21, 2019
Shaohuai Shi, Zhenheng Tang, Qiang Wang, Kaiyong Zhao, Xiaowen Chu

* 11 pages 

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Anchor Diffusion for Unsupervised Video Object Segmentation

Oct 24, 2019
Zhao Yang, Qiang Wang, Luca Bertinetto, Weiming Hu, Song Bai, Philip H. S. Torr

* To appear in ICCV 2019 

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Performance and Power Evaluation of AI Accelerators for Training Deep Learning Models

Sep 22, 2019
Yuxin Wang, Qiang Wang, Shaohuai Shi, Xin He, Zhenheng Tang, Kaiyong Zhao, Xiaowen Chu

* There are some technical mistakes, and need to be carefully revised. So we choose to withdraw 

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Learning Deep Transformer Models for Machine Translation

Jun 05, 2019
Qiang Wang, Bei Li, Tong Xiao, Jingbo Zhu, Changliang Li, Derek F. Wong, Lidia S. Chao

* Accepted by ACL 2019 

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A Distributed Synchronous SGD Algorithm with Global Top-$k$ Sparsification for Low Bandwidth Networks

Jan 14, 2019
Shaohuai Shi, Qiang Wang, Kaiyong Zhao, Zhenheng Tang, Yuxin Wang, Xiang Huang, Xiaowen Chu

* 12 pages 

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Deeper and Wider Siamese Networks for Real-Time Visual Tracking

Jan 08, 2019
Zhipeng Zhang, Houwen Peng, Qiang Wang

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Vector and Line Quantization for Billion-scale Similarity Search on GPUs

Jan 02, 2019
Wei Chen, Jincai Chen, Fuhao Zou, Yuan-Fang Li, Ping Lu, Qiang Wang, Wei Zhao

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SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks

Dec 31, 2018
Bo Li, Wei Wu, Qiang Wang, Fangyi Zhang, Junliang Xing, Junjie Yan

* 9 pages 

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Fast Online Object Tracking and Segmentation: A Unifying Approach

Dec 12, 2018
Qiang Wang, Li Zhang, Luca Bertinetto, Weiming Hu, Philip H. S. Torr

* Technical report 

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Distractor-aware Siamese Networks for Visual Object Tracking

Aug 18, 2018
Zheng Zhu, Qiang Wang, Bo Li, Wei Wu, Junjie Yan, Weiming Hu

* ECCV 2018, main paper and supplementary material 

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DCFNet: Discriminant Correlation Filters Network for Visual Tracking

Apr 13, 2017
Qiang Wang, Jin Gao, Junliang Xing, Mengdan Zhang, Weiming Hu

* 5 pages, 4 figures 

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Benchmarking State-of-the-Art Deep Learning Software Tools

Feb 17, 2017
Shaohuai Shi, Qiang Wang, Pengfei Xu, Xiaowen Chu

* Revision history: 1. Revise ResNet-50 configuration in MXNet. 2. Add faster implementation of ResNet-56 in TensorFlow with multiple GPUs 

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Weakly supervised object detection using pseudo-strong labels

Jul 16, 2016
Ke Yang, Dongsheng Li, Yong Dou, Shaohe Lv, Qiang Wang

* 7 pages 

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