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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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R-FCN: Object Detection via Region-based Fully Convolutional Networks

Jun 21, 2016
Jifeng Dai, Yi Li, Kaiming He, Jian Sun

* Tech report 

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ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation

Apr 18, 2016
Di Lin, Jifeng Dai, Jiaya Jia, Kaiming He, Jian Sun

* accepted by CVPR 2016 

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Instance-sensitive Fully Convolutional Networks

Mar 29, 2016
Jifeng Dai, Kaiming He, Yi Li, Shaoqing Ren, Jian Sun


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Instance-aware Semantic Segmentation via Multi-task Network Cascades

Dec 14, 2015
Jifeng Dai, Kaiming He, Jian Sun

* Tech report. 1st-place winner of MS COCO 2015 segmentation competition 

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BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation

May 18, 2015
Jifeng Dai, Kaiming He, Jian Sun


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Generative Modeling of Convolutional Neural Networks

Apr 09, 2015
Jifeng Dai, Yang Lu, Ying-Nian Wu


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Convolutional Feature Masking for Joint Object and Stuff Segmentation

Apr 02, 2015
Jifeng Dai, Kaiming He, Jian Sun

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015 

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