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TransVG: End-to-End Visual Grounding with Transformers


Apr 17, 2021
Jiajun Deng, Zhengyuan Yang, Tianlang Chen, Wengang Zhou, Houqiang Li


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Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking


Mar 24, 2021
Ning Wang, Wengang Zhou, Jie Wang, Houqaing Li

* To appear in CVPR 2021 (Oral) 

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IOT: Instance-wise Layer Reordering for Transformer Structures


Mar 05, 2021
Jinhua Zhu, Lijun Wu, Yingce Xia, Shufang Xie, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu

* Accepted at ICLR-2021 

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Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection


Feb 05, 2021
Jiajun Deng, Shaoshuai Shi, Peiwei Li, Wengang Zhou, Yanyong Zhang, Houqiang Li

* AAAI2021 

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Contrastive Transformation for Self-supervised Correspondence Learning


Dec 09, 2020
Ning Wang, Wengang Zhou, Houqiang Li

* To appear in AAAI 2021 

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Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection in Autonomous Driving


Nov 27, 2020
Zhenxun Yuan, Xiao Song, Lei Bai, Wengang Zhou, Zhe Wang, Wanli Ouyang


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Heterogeneous Contrastive Learning: Encoding Spatial Information for Compact Visual Representations


Nov 19, 2020
Xinyue Huo, Lingxi Xie, Longhui Wei, Xiaopeng Zhang, Hao Li, Zijie Yang, Wengang Zhou, Houqiang Li, Qi Tian

* 10 pages, 4 figures, 6 tables 

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Can Semantic Labels Assist Self-Supervised Visual Representation Learning?


Nov 17, 2020
Longhui Wei, Lingxi Xie, Jianzhong He, Jianlong Chang, Xiaopeng Zhang, Wengang Zhou, Houqiang Li, Qi Tian

* 10 pages, 4 figures, 8 tables 

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Masked Contrastive Representation Learning for Reinforcement Learning


Oct 15, 2020
Jinhua Zhu, Yingce Xia, Lijun Wu, Jiajun Deng, Wengang Zhou, Tao Qin, Houqiang Li

* Work in progress 

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Boosting Continuous Sign Language Recognition via Cross Modality Augmentation


Oct 11, 2020
Junfu Pu, Wengang Zhou, Hezhen Hu, Houqiang Li

* Accepted to ACM Multimedia 2020 

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Vision Meets Wireless Positioning: Effective Person Re-identification with Recurrent Context Propagation


Sep 04, 2020
Yiheng Liu, Wengang Zhou, Mao Xi, Sanjing Shen, Houqiang Li

* Accepted by ACM MM 2020 as Oral paper 

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Global-local Enhancement Network for NMFs-aware Sign Language Recognition


Aug 24, 2020
Hezhen Hu, Wengang Zhou, Junfu Pu, Houqiang Li

* Under Review 

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Unsupervised Deep Representation Learning for Real-Time Tracking


Jul 22, 2020
Ning Wang, Wengang Zhou, Yibing Song, Chao Ma, Wei Liu, Houqiang Li

* Journal version of the CVPR2019 paper "Unsupervised Deep Tracking". Accepted by IJCV. arXiv admin note: text overlap with arXiv:1904.01828 

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Wavelet-Based Dual-Branch Network for Image Demoireing


Jul 17, 2020
Lin Liu, Jianzhuang Liu, Shanxin Yuan, Gregory Slabaugh, Ales Leonardis, Wengang Zhou, Qi Tian

* Accepted to ECCV 2020 

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Single Shot Video Object Detector


Jul 07, 2020
Jiajun Deng, Yingwei Pan, Ting Yao, Wengang Zhou, Houqiang Li, Tao Mei

* Accepted by IEEE Transactions on Multimedia; The code is available at \url{https://github.com/ddjiajun/SSVD

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Cascaded Regression Tracking: Towards Online Hard Distractor Discrimination


Jun 18, 2020
Ning Wang, Wengang Zhou, Qi Tian, Houqiang Li

* Accepted by IEEE TCSVT 

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Incorporating BERT into Neural Machine Translation


Feb 17, 2020
Jinhua Zhu, Yingce Xia, Lijun Wu, Di He, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu

* Accepted to ICLR-2020 

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Spatial-Temporal Multi-Cue Network for Continuous Sign Language Recognition


Feb 08, 2020
Hao Zhou, Wengang Zhou, Yun Zhou, Houqiang Li

* Accepted as an oral presentation paper at AAAI 2020. (To appear in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence) 

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Progressive Unsupervised Person Re-identification by Tracklet Association with Spatio-Temporal Regularization


Oct 25, 2019
Qiaokang Xie, Wengang Zhou, Guo-Jun Qi, Qi Tian, Houqiang Li

* 12 pages, 10 figures 

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An End-to-End Foreground-Aware Network for Person Re-Identification


Oct 25, 2019
Yiheng Liu, Wengang Zhou, Jianzhuang Liu, Guojun Qi, Qi Tian, Houqiang Li

* TIP Under Review 

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Relation Distillation Networks for Video Object Detection


Aug 26, 2019
Jiajun Deng, Yingwei Pan, Ting Yao, Wengang Zhou, Houqiang Li, Tao Mei

* ICCV 2019 

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Real-Time Correlation Tracking via Joint Model Compression and Transfer


Jul 23, 2019
Ning Wang, Wengang Zhou, Yibing Song, Chao Ma, Houqiang Li

* 12 pages, 12 figures, submitted to IEEE Transactions on Image Processing 

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Online Filter Clustering and Pruning for Efficient Convnets


May 28, 2019
Zhengguang Zhou, Wengang Zhou, Richang Hong, Houqiang Li

* 2018 IEEE International Conference on Image Processing 
* 5 pages, 4 figures 

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Progressive Learning of Low-Precision Networks


May 28, 2019
Zhengguang Zhou, Wengang Zhou, Xutao Lv, Xuan Huang, Xiaoyu Wang, Houqiang Li

* 10 pages, 8 figures 

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Soft Contextual Data Augmentation for Neural Machine Translation


May 25, 2019
Jinhua Zhu, Fei Gao, Lijun Wu, Yingce Xia, Tao Qin, Wengang Zhou, Xueqi Cheng, Tie-Yan Liu

* Accepted by ACL 2019 as short paper 

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Unsupervised Deep Tracking


Apr 03, 2019
Ning Wang, Yibing Song, Chao Ma, Wengang Zhou, Wei Liu, Houqiang Li

* to appear in CVPR 2019 

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WIDER Face and Pedestrian Challenge 2018: Methods and Results


Feb 19, 2019
Chen Change Loy, Dahua Lin, Wanli Ouyang, Yuanjun Xiong, Shuo Yang, Qingqiu Huang, Dongzhan Zhou, Wei Xia, Quanquan Li, Ping Luo, Junjie Yan, Jianfeng Wang, Zuoxin Li, Ye Yuan, Boxun Li, Shuai Shao, Gang Yu, Fangyun Wei, Xiang Ming, Dong Chen, Shifeng Zhang, Cheng Chi, Zhen Lei, Stan Z. Li, Hongkai Zhang, Bingpeng Ma, Hong Chang, Shiguang Shan, Xilin Chen, Wu Liu, Boyan Zhou, Huaxiong Li, Peng Cheng, Tao Mei, Artem Kukharenko, Artem Vasenin, Nikolay Sergievskiy, Hua Yang, Liangqi Li, Qiling Xu, Yuan Hong, Lin Chen, Mingjun Sun, Yirong Mao, Shiying Luo, Yongjun Li, Ruiping Wang, Qiaokang Xie, Ziyang Wu, Lei Lu, Yiheng Liu, Wengang Zhou

* Report of ECCV 2018 workshop: WIDER Face and Pedestrian Challenge 

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