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Temporal RoI Align for Video Object Recognition


Sep 08, 2021
Tao Gong, Kai Chen, Xinjiang Wang, Qi Chu, Feng Zhu, Dahua Lin, Nenghai Yu, Huamin Feng

* Accpeted by AAAI 2021 

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Towards Balanced Learning for Instance Recognition


Aug 23, 2021
Jiangmiao Pang, Kai Chen, Qi Li, Zhihai Xu, Huajun Feng, Jianping Shi, Wanli Ouyang, Dahua Lin

* Accepted by IJCV. Journal extension of paper arXiv:1904.02701 

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MMOCR: A Comprehensive Toolbox for Text Detection, Recognition and Understanding


Aug 14, 2021
Zhanghui Kuang, Hongbin Sun, Zhizhong Li, Xiaoyu Yue, Tsui Hin Lin, Jianyong Chen, Huaqiang Wei, Yiqin Zhu, Tong Gao, Wenwei Zhang, Kai Chen, Wayne Zhang, Dahua Lin

* Accepted to ACM MM (Open Source Competition Track) 

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Vision Transformer with Progressive Sampling


Aug 03, 2021
Xiaoyu Yue, Shuyang Sun, Zhanghui Kuang, Meng Wei, Philip Torr, Wayne Zhang, Dahua Lin

* Accepted to ICCV 2021 

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Probabilistic and Geometric Depth: Detecting Objects in Perspective


Jul 29, 2021
Tai Wang, Xinge Zhu, Jiangmiao Pang, Dahua Lin


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Transcript to Video: Efficient Clip Sequencing from Texts


Jul 25, 2021
Yu Xiong, Fabian Caba Heilbron, Dahua Lin

* Tech Report; Demo and project page at http://www.xiongyu.me/projects/transcript2video/ 

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WSSOD: A New Pipeline for Weakly- and Semi-Supervised Object Detection


May 21, 2021
Shijie Fang, Yuhang Cao, Xinjiang Wang, Kai Chen, Dahua Lin, Wayne Zhang


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Revisiting Skeleton-based Action Recognition


Apr 28, 2021
Haodong Duan, Yue Zhao, Kai Chen, Dian Shao, Dahua Lin, Bo Dai


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FCOS3D: Fully Convolutional One-Stage Monocular 3D Object Detection


Apr 22, 2021
Tai Wang, Xinge Zhu, Jiangmiao Pang, Dahua Lin

* Technical report for the best vision-only method (1st place of the camera track) in the nuScenes 3D detection challenge of NeurIPS 2020 

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Visually Informed Binaural Audio Generation without Binaural Audios


Apr 13, 2021
Xudong Xu, Hang Zhou, Ziwei Liu, Bo Dai, Xiaogang Wang, Dahua Lin

* Accepted by CVPR 2021. Code, models, and demo video are available on our webpage: \ 

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Adversarial Robustness under Long-Tailed Distribution


Apr 06, 2021
Tong Wu, Ziwei Liu, Qingqiu Huang, Yu Wang, Dahua Lin

* Accepted to CVPR 2021 (Oral) 

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Towards Evaluating and Training Verifiably Robust Neural Networks


Apr 05, 2021
Zhaoyang Lyu, Minghao Guo, Tong Wu, Guodong Xu, Kehuan Zhang, Dahua Lin

* Accepted to CVPR 2021 (Oral) 

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CARAFE++: Unified Content-Aware ReAssembly of FEatures


Dec 07, 2020
Jiaqi Wang, Kai Chen, Rui Xu, Ziwei Liu, Chen Change Loy, Dahua Lin

* Technical Report. Extended journal version of the conference paper that appeared as arXiv:1905.02188 

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FLAVA: Find, Localize, Adjust and Verify to Annotate LiDAR-Based Point Clouds


Nov 20, 2020
Tai Wang, Conghui He, Zhe Wang, Jianping Shi, Dahua Lin

* Full technical report for the UIST 2020 Poster version 

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Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation


Nov 19, 2020
Xinge Zhu, Hui Zhou, Tai Wang, Fangzhou Hong, Yuexin Ma, Wei Li, Hongsheng Li, Dahua Lin

* This work achieves the 1st place in the leaderboard of SemanticKITTI (until CVPR DDL) and based on this work, we also achieve the 1st place in the leaderboard of SemanticKITTI panoptic segmentation; Code at https://github.com/xinge008/Cylinder3D 

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Understanding the wiring evolution in differentiable neural architecture search


Sep 07, 2020
Sirui Xie, Shoukang Hu, Xinjiang Wang, Chunxiao Liu, Jianping Shi, Xunying Liu, Dahua Lin


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Seesaw Loss for Long-Tailed Instance Segmentation


Aug 23, 2020
Jiaqi Wang, Wenwei Zhang, Yuhang Zang, Yuhang Cao, Jiangmiao Pang, Tao Gong, Kai Chen, Ziwei Liu, Chen Change Loy, Dahua Lin

* Technical Report for LVIS Challenge 2020 https://www.lvisdataset.org/challenge_2020 

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A Unified Framework for Shot Type Classification Based on Subject Centric Lens


Aug 08, 2020
Anyi Rao, Jiaze Wang, Linning Xu, Xuekun Jiang, Qingqiu Huang, Bolei Zhou, Dahua Lin

* ECCV2020. Project page: https://anyirao.com/projects/ShotType.html 

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Online Multi-modal Person Search in Videos


Aug 08, 2020
Jiangyue Xia, Anyi Rao, Qingqiu Huang, Linning Xu, Jiangtao Wen, Dahua Lin

* ECCV2020. Project page: http://movienet.site/projects/eccv20onlineperson.html 

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Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation


Aug 04, 2020
Hui Zhou, Xinge Zhu, Xiao Song, Yuexin Ma, Zhe Wang, Hongsheng Li, Dahua Lin

* Source code: https://github.com/xinge008/Cylinder3D 

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Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets


Jul 25, 2020
Tong Wu, Qingqiu Huang, Ziwei Liu, Yu Wang, Dahua Lin

* To appear in ECCV 2020 as a spotlight presentation. Code and models are available at: https://github.com/wutong16/DistributionBalancedLoss 

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MovieNet: A Holistic Dataset for Movie Understanding


Jul 21, 2020
Qingqiu Huang, Yu Xiong, Anyi Rao, Jiaze Wang, Dahua Lin

* Accepted by ECCV2020 as spotlight presentation. Project page: http://movienet.site 

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Sep-Stereo: Visually Guided Stereophonic Audio Generation by Associating Source Separation


Jul 20, 2020
Hang Zhou, Xudong Xu, Dahua Lin, Xiaogang Wang, Ziwei Liu

* To appear in Proceedings of the European Conference on Computer Vision (ECCV), 2020. Code, models, and video results are available on our webpage: https://hangz-nju-cuhk.github.io/projects/Sep-Stereo 

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Placepedia: Comprehensive Place Understanding with Multi-Faceted Annotations


Jul 17, 2020
Huaiyi Huang, Yuqi Zhang, Qingqiu Huang, Zhengkui Guo, Ziwei Liu, Dahua Lin

* To appear in ECCV 2020. Dataset is available at: https://hahehi.github.io/placepedia.html 

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Learn to Propagate Reliably on Noisy Affinity Graphs


Jul 17, 2020
Lei Yang, Qingqiu Huang, Huaiyi Huang, Linning Xu, Dahua Lin

* 14 pages, 7 figures, ECCV 2020 

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