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PV-NAS: Practical Neural Architecture Search for Video Recognition

Nov 03, 2020
Zihao Wang, Chen Lin, Lu Sheng, Junjie Yan, Jing Shao


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Improving Auto-Augment via Augmentation-Wise Weight Sharing

Oct 22, 2020
Keyu Tian, Chen Lin, Ming Sun, Luping Zhou, Junjie Yan, Wanli Ouyang

* Accepted to NeurIPS 2020 (Poster) 

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Adaptive Gradient Method with Resilience and Momentum

Oct 21, 2020
Jie Liu, Chen Lin, Chuming Li, Lu Sheng, Ming Sun, Junjie Yan, Wanli Ouyang


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Once Quantized for All: Progressively Searching for Quantized Efficient Models

Oct 09, 2020
Mingzhu Shen, Feng Liang, Chuming Li, Chen Lin, Ming Sun, Junjie Yan, Wanli Ouyang

* The first two authors contributed equally 

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Dynamic Graph: Learning Instance-aware Connectivity for Neural Networks

Oct 02, 2020
Kun Yuan, Quanquan Li, Dapeng Chen, Aojun Zhou, Junjie Yan

* 13 pages, 3 figures, 6 tables 

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MimicDet: Bridging the Gap Between One-Stage and Two-Stage Object Detection

Sep 24, 2020
Xin Lu, Quanquan Li, Buyu Li, Junjie Yan

* ECCV 2020 

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Collaborative Distillation in the Parameter and Spectrum Domains for Video Action Recognition

Sep 15, 2020
Haisheng Su, Jing Su, Dongliang Wang, Weihao Gan, Wei Wu, Mengmeng Wang, Junjie Yan, Yu Qiao

* Submmited to AAAI21 

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BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation

Sep 15, 2020
Haisheng Su, Weihao Gan, Wei Wu, Junjie Yan, Yu Qiao

* Submitted to AAAI21. arXiv admin note: substantial text overlap with arXiv:2007.09883 

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Complementary Boundary Generator with Scale-Invariant Relation Modeling for Temporal Action Localization: Submission to ActivityNet Challenge 2020

Aug 26, 2020
Haisheng Su, Jinyuan Feng, Hao Shao, Zhenyu Jiang, Manyuan Zhang, Wei Wu, Yu Liu, Hongsheng Li, Junjie Yan

* Submitted to CVPR workshop of ActivityNet Challenge 2020 

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Learning Connectivity of Neural Networks from a Topological Perspective

Aug 19, 2020
Kun Yuan, Quanquan Li, Jing Shao, Junjie Yan

* 17 pages, 5 figures, to be published in ECCV2020 

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CelebA-Spoof: Large-Scale Face Anti-Spoofing Dataset with Rich Annotations

Aug 01, 2020
Yuanhan Zhang, Zhenfei Yin, Yidong Li, Guojun Yin, Junjie Yan, Jing Shao, Ziwei Liu

* To appear in ECCV 2020. Dataset is available at: https://github.com/Davidzhangyuanhan/CelebA-Spoof 

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Class-wise Dynamic Graph Convolution for Semantic Segmentation

Jul 19, 2020
Hanzhe Hu, Deyi Ji, Weihao Gan, Shuai Bai, Wei Wu, Junjie Yan

* Accepted by ECCV2020 

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Powering One-shot Topological NAS with Stabilized Share-parameter Proxy

May 21, 2020
Ronghao Guo, Chen Lin, Chuming Li, Keyu Tian, Ming Sun, Lu Sheng, Junjie Yan


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Large-Scale Object Detection in the Wild from Imbalanced Multi-Labels

May 18, 2020
Junran Peng, Xingyuan Bu, Ming Sun, Zhaoxiang Zhang, Tieniu Tan, Junjie Yan

* CVPR2020 oral. The first two authors contribute equally 

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COCAS: A Large-Scale Clothes Changing Person Dataset for Re-identification

May 16, 2020
Shijie Yu, Shihua Li, Dapeng Chen, Rui Zhao, Junjie Yan, Yu Qiao

* Accepted by CVPR2020 

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DMCP: Differentiable Markov Channel Pruning for Neural Networks

May 08, 2020
Shaopeng Guo, Yujie Wang, Quanquan Li, Junjie Yan

* CVPR2020 Oral. Code has been released at https://github.com/zx55/dmcp 

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Equalization Loss for Long-Tailed Object Recognition

Apr 14, 2020
Jingru Tan, Changbao Wang, Buyu Li, Quanquan Li, Wanli Ouyang, Changqing Yin, Junjie Yan

* CVPR 2020. Winner of LVIS Challenge 2019. Code has been available at https: //github.com/tztztztztz/eql.detectron2 

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1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation

Mar 17, 2020
Yu Liu, Guanglu Song, Yuhang Zang, Yan Gao, Enze Xie, Junjie Yan, Chen Change Loy, Xiaogang Wang


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Top-1 Solution of Multi-Moments in Time Challenge 2019

Mar 13, 2020
Manyuan Zhang, Hao Shao, Guanglu Song, Yu Liu, Junjie Yan


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Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization

Jan 19, 2020
Junjie Yan, Ruosi Wan, Xiangyu Zhang, Wei Zhang, Yichen Wei, Jian Sun

* Published in ICLR2020; code: https://github.com/megvii-model/MABN 

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Cross-dataset Training for Class Increasing Object Detection

Jan 14, 2020
Yongqiang Yao, Yan Wang, Yu Guo, Jiaojiao Lin, Hongwei Qin, Junjie Yan

* 10 pages, 6 figures 

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Towards Unified INT8 Training for Convolutional Neural Network

Dec 29, 2019
Feng Zhu, Ruihao Gong, Fengwei Yu, Xianglong Liu, Yanfei Wang, Zhelong Li, Xiuqi Yang, Junjie Yan


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Computation Reallocation for Object Detection

Dec 24, 2019
Feng Liang, Chen Lin, Ronghao Guo, Ming Sun, Wei Wu, Junjie Yan, Wanli Ouyang

* ICLR2020 

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Equalization Loss for Large Vocabulary Instance Segmentation

Nov 12, 2019
Jingru Tan, Changbao Wang, Quanquan Li, Junjie Yan

* Technical Report. Winner of LVIS Challenge 2019 

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