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SignBERT: Pre-Training of Hand-Model-Aware Representation for Sign Language Recognition


Oct 11, 2021
Hezhen Hu, Weichao Zhao, Wengang Zhou, Yuechen Wang, Houqiang Li

* ICCV 2021 

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Heredity-aware Child Face Image Generation with Latent Space Disentanglement


Aug 25, 2021
Xiao Cui, Wengang Zhou, Yang Hu, Weilun Wang, Houqiang Li


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Instance-wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation


Aug 11, 2021
Weilun Wang, Wengang Zhou, Jianmin Bao, Dong Chen, Houqiang Li

* Accepted by ICCV 2021 

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Joint Inductive and Transductive Learning for Video Object Segmentation


Aug 08, 2021
Yunyao Mao, Ning Wang, Wengang Zhou, Houqiang Li

* To appear in ICCV 2021 

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From Multi-View to Hollow-3D: Hallucinated Hollow-3D R-CNN for 3D Object Detection


Jul 30, 2021
Jiajun Deng, Wengang Zhou, Yanyong Zhang, Houqiang Li

* This paper has been accepted by IEEE TCSVT 

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Weakly Supervised Temporal Adjacent Network for Language Grounding


Jun 30, 2021
Yuechen Wang, Jiajun Deng, Wengang Zhou, Houqiang Li

* Accepted by IEEE Transactions on Multimedia, 2021 

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Dual-view Molecule Pre-training


Jun 17, 2021
Jinhua Zhu, Yingce Xia, Tao Qin, Wengang Zhou, Houqiang Li, Tie-Yan Liu

* 15 pages 

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Exploring the Diversity and Invariance in Yourself for Visual Pre-Training Task


Jun 01, 2021
Longhui Wei, Lingxi Xie, Wengang Zhou, Houqiang Li, Qi Tian


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Improving Sign Language Translation with Monolingual Data by Sign Back-Translation


May 26, 2021
Hao Zhou, Wengang Zhou, Weizhen Qi, Junfu Pu, Houqiang Li

* To appear in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021) 

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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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