News

We're searching the top talents to join us in Beijing and Shanghai.

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We hold the DeeCamp-2020-lidar competition.

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The Object 365 dataset, which I had contributed, has been finally released as the workshop of CVPR 2019, see details at http://www.objects365.org/workshop2019.html

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We have won the COCO and Mapillary Challenges 2018 with four champions, where I mainly contribute to:
COCO Panoptic Segmentation and Mapillary Panoptic Segmentation.
As for COCO Panoptic Segmentation, our results have outperformed the Human Consistency.

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Our paper MegDet has been accepted by CVPR 2018 as Spotlight.

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We have won COCO and Places Challenges 2017 with two champions on: COCO Detection and COCO Keypoint.
COCO Detection Leaderboard: http://cocodataset.org/#detections-leaderboard
COCO Keypoint Leaderboard: http://cocodataset.org/#keypoints-leaderboard

Conference

Objects365: A Large-Scale, High-Quality Dataset for Object Detection
Shao Shuai, Li Zeming, Zhang Tianyuan, Peng Chao, Yu Gang, Zhang Xiangyu, Li Jing, Sun Jian
ICCV, 2019

An End-to-End Network for Panoptic Segmentation
Huanyu Liu, Chao Peng, Changqian Yu, Jingbo Wang, Xu Liu, Gang Yu, Wei Jiang
CVPR, 2019

BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation
Changqian Yu, Jingbo Wang, Chao Peng, Changxin Gao, Gang Yu, Nong Sang
ECCV, 2018

ExFuse: Enhancing Feature Fusion for Semantic Segmentation
Zhenli Zhang, Xiangyu Zhang, Chao Peng, Dazhi Cheng, Jian Sun
ECCV, 2018

DetNet: A Backbone network for Object Detection
Zeming Li, Chao Peng, Gang Yu, Xiangyu Zhang, Yangdong Deng, Jian Sun
ECCV, 2018

MegDet: A Large Mini-Batch Object Detector
Chao Peng, Tete Xiao, Zeming Li, Yuning Jiang, Xiangyu Zhang, Kai Jia, Gang Yu, Jian Sun
CVPR spotlight, 2018

Learning a Discriminative Feature Network for Semantic Segmentation
Changqian Yu, Jingbo Wang, Chao Peng, Changxin Gao, Gang Yu, Nong Sang
CVPR, 2018

Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network
Chao Peng, Xiangyu Zhang, Gang Yu, Guiming Luo, Jian Sun
CVPR, 2017

Arxiv

Light-Head R-CNN: In Defense of Two-Stage Object Detector
Zeming Li, Chao Peng, Gang Yu, Xiangyu Zhang, Yangdong Deng, Jian Sun
Arxiv, 2017

Links

Research Collaborator: 黎泽明(Li Zeming)   余昌黔(Yu Changqian)   王靖博(Wang Jingbo)   俞刚(Yu Gang)  孙剑(Sun Jian)