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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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Shallow-to-Deep Training for Neural Machine Translation

Oct 08, 2020
Bei Li, Ziyang Wang, Hui Liu, Yufan Jiang, Quan Du, Tong Xiao, Huizhen Wang, Jingbo Zhu

* Accepted by EMNLP 2020 

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Weight Distillation: Transferring the Knowledge in Neural Network Parameters

Sep 19, 2020
Ye Lin, Yanyang Li, Ziyang Wang, Bei Li, Quan Du, Tong Xiao, Jingbo Zhu


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Towards Fully 8-bit Integer Inference for the Transformer Model

Sep 18, 2020
Ye Lin, Yanyang Li, Tengbo Liu, Tong Xiao, Tongran Liu, Jingbo Zhu

* accepted by IJCAI2020 

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Geometric Correspondence Fields: Learned Differentiable Rendering for 3D Pose Refinement in the Wild

Jul 17, 2020
Alexander Grabner, Yaming Wang, Peizhao Zhang, Peihong Guo, Tong Xiao, Peter Vajda, Peter M. Roth, Vincent Lepetit

* Accepted to European Conference on Computer Vision (ECCV) 2020 

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Towards Differentially Private Text Representations

Jun 25, 2020
Lingjuan Lyu, Yitong Li, Xuanli He, Tong Xiao

* Accepted to SIGIR'20 

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Learning Architectures from an Extended Search Space for Language Modeling

Jun 05, 2020
Yinqiao Li, Chi Hu, Yuhao Zhang, Nuo Xu, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li

* ACL 2020 

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Attention: to Better Stand on the Shoulders of Giants

May 27, 2020
Sha Yuan, Zhou Shao, Yu Zhang, Xingxing Wei, Tong Xiao, Yifan Wang, Jie Tang

* arXiv admin note: text overlap with arXiv:1811.02117, arXiv:1811.02129 

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Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation

May 17, 2020
Bei Li, Hui Liu, Ziyang Wang, Yufan Jiang, Tong Xiao, Jingbo Zhu, Tongran Liu, Changliang Li

* 5 pages, 2 figures, 5 tables, accepted by ACL2020 

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DeepGS: Deep Representation Learning of Graphs and Sequences for Drug-Target Binding Affinity Prediction

Mar 31, 2020
Xuan Lin, Kaiqi Zhao, Tong Xiao, Zhe Quan, Zhi-Jie Wang, Philip S. Yu

* Accepted by the 24th European Conference on Artificial Intelligence (ECAI 2020) 

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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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Sharing Attention Weights for Fast Transformer

Jun 26, 2019
Tong Xiao, Yinqiao Li, Jingbo Zhu, Zhengtao Yu, Tongran Liu

* IJCAI 2019 

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Shared-Private Bilingual Word Embeddings for Neural Machine Translation

Jun 07, 2019
Xuebo Liu, Derek F. Wong, Yang Liu, Lidia S. Chao, Tong Xiao, Jingbo Zhu

* Accepted to ACL 2019 

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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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End-to-End Deep Kronecker-Product Matching for Person Re-identification

Jul 30, 2018
Yantao Shen, Tong Xiao, Hongsheng Li, Shuai Yi, Xiaogang Wang

* CVPR 2018 poster 

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Deep Group-shuffling Random Walk for Person Re-identification

Jul 30, 2018
Yantao Shen, Hongsheng Li, Tong Xiao, Shuai Yi, Dapeng Chen, Xiaogang Wang

* CVPR 2018 poster 

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Learning Deep Neural Networks for Vehicle Re-ID with Visual-spatio-temporal Path Proposals

Aug 13, 2017
Yantao Shen, Tong Xiao, Hongsheng Li, Shuai Yi, Xiaogang Wang

* To appear in ICCV 2017 

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Identity-Aware Textual-Visual Matching with Latent Co-attention

Aug 07, 2017
Shuang Li, Tong Xiao, Hongsheng Li, Wei Yang, Xiaogang Wang

* Accepted to ICCV 2017 

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T-CNN: Tubelets with Convolutional Neural Networks for Object Detection from Videos

Aug 03, 2017
Kai Kang, Hongsheng Li, Junjie Yan, Xingyu Zeng, Bin Yang, Tong Xiao, Cong Zhang, Zhe Wang, Ruohui Wang, Xiaogang Wang, Wanli Ouyang

* ImageNet 2015 VID challenge tech report. The first two authors share co-first authorship. Accepted as a Transaction paper by T-CSVT Special Issue on Large Scale and Nonlinear Similarity Learning for Intelligent Video Analysis 

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Towards Bidirectional Hierarchical Representations for Attention-Based Neural Machine Translation

Jul 17, 2017
Baosong Yang, Derek F. Wong, Tong Xiao, Lidia S. Chao, Jingbo Zhu

* Accepted for publication at EMNLP 2017 

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Object Detection in Videos with Tubelet Proposal Networks

Apr 10, 2017
Kai Kang, Hongsheng Li, Tong Xiao, Wanli Ouyang, Junjie Yan, Xihui Liu, Xiaogang Wang

* CVPR 2017 

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Joint Detection and Identification Feature Learning for Person Search

Apr 06, 2017
Tong Xiao, Shuang Li, Bochao Wang, Liang Lin, Xiaogang Wang

* CVPR 2017 camera-ready 

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Person Search with Natural Language Description

Mar 30, 2017
Shuang Li, Tong Xiao, Hongsheng Li, Bolei Zhou, Dayu Yue, Xiaogang Wang


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Crafting GBD-Net for Object Detection

Oct 08, 2016
Xingyu Zeng, Wanli Ouyang, Junjie Yan, Hongsheng Li, Tong Xiao, Kun Wang, Yu Liu, Yucong Zhou, Bin Yang, Zhe Wang, Hui Zhou, Xiaogang Wang

* This paper shows the details of our approach in wining the ImageNet object detection challenge of 2016, with source code provided on \url{https://github.com/craftGBD/craftGBD}. The preliminary version of this paper is presented at the ECCV. Xingyu Zeng and Wanli Ouyang contributed equally 

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Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification

Apr 26, 2016
Tong Xiao, Hongsheng Li, Wanli Ouyang, Xiaogang Wang

* To appear in CVPR2016 

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Convolutional neural networks with low-rank regularization

Feb 14, 2016
Cheng Tai, Tong Xiao, Yi Zhang, Xiaogang Wang, Weinan E


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