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Decoupled Spatial-Temporal Transformer for Video Inpainting


Apr 14, 2021
Rui Liu, Hanming Deng, Yangyi Huang, Xiaoyu Shi, Lewei Lu, Wenxiu Sun, Xiaogang Wang, Jifeng Dai, Hongsheng Li


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AutoLoss-Zero: Searching Loss Functions from Scratch for Generic Tasks


Mar 25, 2021
Hao Li, Tianwen Fu, Jifeng Dai, Hongsheng Li, Gao Huang, Xizhou Zhu


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Exploring Cross-Image Pixel Contrast for Semantic Segmentation


Feb 11, 2021
Wenguan Wang, Tianfei Zhou, Fisher Yu, Jifeng Dai, Ender Konukoglu, Luc Van Gool

* Our code will be available at https://github.com/tfzhou/ContrastiveSeg 

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Fast Convergence of DETR with Spatially Modulated Co-Attention


Jan 19, 2021
Peng Gao, Minghang Zheng, Xiaogang Wang, Jifeng Dai, Hongsheng Li


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Unsupervised Object Detection with LiDAR Clues


Nov 27, 2020
Hao Tian, Yuntao Chen, Jifeng Dai, Zhaoxiang Zhang, Xizhou Zhu


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Auto Seg-Loss: Searching Metric Surrogates for Semantic Segmentation


Oct 15, 2020
Hao Li, Chenxin Tao, Xizhou Zhu, Xiaogang Wang, Gao Huang, Jifeng Dai


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Deformable DETR: Deformable Transformers for End-to-End Object Detection


Oct 08, 2020
Xizhou Zhu, Weijie Su, Lewei Lu, Bin Li, Xiaogang Wang, Jifeng Dai


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1st Place Solution of LVIS Challenge 2020: A Good Box is not a Guarantee of a Good Mask


Sep 03, 2020
Jingru Tan, Gang Zhang, Hanming Deng, Changbao Wang, Lewei Lu, Quanquan Li, Jifeng Dai

* Winner of LVIS challenge 2020 

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Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation


Jul 08, 2020
Guolei Sun, Wenguan Wang, Jifeng Dai, Luc Van Gool

* Full version of ECCV2020 Oral, CVPR2020 LID workshop Best Paper and LID challenge Track1 winner; website: https://github.com/GuoleiSun/MCIS_wsss 

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Resolution Adaptive Networks for Efficient Inference


Mar 24, 2020
Le Yang, Yizeng Han, Xi Chen, Shiji Song, Jifeng Dai, Gao Huang

* CVPR 2020 

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Hierarchical Human Parsing with Typed Part-Relation Reasoning


Mar 11, 2020
Wenguan Wang, Hailong Zhu, Jifeng Dai, Yanwei Pang, Jianbing Shen, Ling Shao

* Accepted to CVPR 2020. Code:https://github.com/hlzhu09/Hierarchical-Human-Parsing 

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Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation


Oct 07, 2019
Hang Gao, Xizhou Zhu, Steve Lin, Jifeng Dai

* First two authors contributed equally 

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VL-BERT: Pre-training of Generic Visual-Linguistic Representations


Aug 22, 2019
Weijie Su, Xizhou Zhu, Yue Cao, Bin Li, Lewei Lu, Furu Wei, Jifeng Dai

* Work in progress 

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MMDetection: Open MMLab Detection Toolbox and Benchmark


Jun 17, 2019
Kai Chen, Jiaqi Wang, Jiangmiao Pang, Yuhang Cao, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jiarui Xu, Zheng Zhang, Dazhi Cheng, Chenchen Zhu, Tianheng Cheng, Qijie Zhao, Buyu Li, Xin Lu, Rui Zhu, Yue Wu, Jifeng Dai, Jingdong Wang, Jianping Shi, Wanli Ouyang, Chen Change Loy, Dahua Lin

* Technical report of MMDetection. 11 pages 

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An Empirical Study of Spatial Attention Mechanisms in Deep Networks


Apr 11, 2019
Xizhou Zhu, Dazhi Cheng, Zheng Zhang, Stephen Lin, Jifeng Dai


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Deformable ConvNets v2: More Deformable, Better Results


Nov 28, 2018
Xizhou Zhu, Han Hu, Stephen Lin, Jifeng Dai


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Integrated Object Detection and Tracking with Tracklet-Conditioned Detection


Nov 27, 2018
Zheng Zhang, Dazhi Cheng, Xizhou Zhu, Stephen Lin, Jifeng Dai


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Relation Networks for Object Detection


Jun 14, 2018
Han Hu, Jiayuan Gu, Zheng Zhang, Jifeng Dai, Yichen Wei


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Towards High Performance Video Object Detection for Mobiles


Apr 16, 2018
Xizhou Zhu, Jifeng Dai, Xingchi Zhu, Yichen Wei, Lu Yuan


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Learning Region Features for Object Detection


Mar 19, 2018
Jiayuan Gu, Han Hu, Liwei Wang, Yichen Wei, Jifeng Dai


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Towards High Performance Video Object Detection


Nov 30, 2017
Xizhou Zhu, Jifeng Dai, Lu Yuan, Yichen Wei


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Flow-Guided Feature Aggregation for Video Object Detection


Aug 18, 2017
Xizhou Zhu, Yujie Wang, Jifeng Dai, Lu Yuan, Yichen Wei


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Deep Feature Flow for Video Recognition


Jun 05, 2017
Xizhou Zhu, Yuwen Xiong, Jifeng Dai, Lu Yuan, Yichen Wei


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Deformable Convolutional Networks


Jun 05, 2017
Jifeng Dai, Haozhi Qi, Yuwen Xiong, Yi Li, Guodong Zhang, Han Hu, Yichen Wei


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Fully Convolutional Instance-aware Semantic Segmentation


Apr 10, 2017
Yi Li, Haozhi Qi, Jifeng Dai, Xiangyang Ji, Yichen Wei


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