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Joint COCO and Mapillary Workshop at ICCV 2019: COCO Instance Segmentation Challenge Track

Oct 06, 2020
Zeming Li, Yuchen Ma, Yukang Chen, Xiangyu Zhang, Jian Sun

* 1st Place Technical Report in ICCV2019/ ECCV2020: MegDetV2 

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EqCo: Equivalent Rules for Self-supervised Contrastive Learning

Oct 05, 2020
Benjin Zhu, Junqiang Huang, Zeming Li, Xiangyu Zhang, Jian Sun


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MPG-Net: Multi-Prediction Guided Network for Segmentation of Retinal Layers in OCT Images

Sep 28, 2020
Zeyu Fu, Yang Sun, Xiangyu Zhang, Scott Stainton, Shaun Barney, Jeffry Hogg, William Innes, Satnam Dlay

* EUSIPCO2020 

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Deep Learning & Software Engineering: State of Research and Future Directions

Sep 17, 2020
Prem Devanbu, Matthew Dwyer, Sebastian Elbaum, Michael Lowry, Kevin Moran, Denys Poshyvanyk, Baishakhi Ray, Rishabh Singh, Xiangyu Zhang

* Community Report from the 2019 NSF Workshop on Deep Learning & Software Engineering, 37 pages 

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Activate or Not: Learning Customized Activation

Sep 10, 2020
Ningning Ma, Xiangyu Zhang, Jian Sun


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Black-box Adversarial Sample Generation Based on Differential Evolution

Jul 30, 2020
Junyu Lin, Lei Xu, Yingqi Liu, Xiangyu Zhang

* 29 pages, 8 figures 

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WeightNet: Revisiting the Design Space of Weight Networks

Jul 24, 2020
Ningning Ma, Xiangyu Zhang, Jiawei Huang, Jian Sun

* ECCV 2020 

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Funnel Activation for Visual Recognition

Jul 24, 2020
Ningning Ma, Xiangyu Zhang, Jian Sun

* ECCV 2020 

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LabelEnc: A New Intermediate Supervision Method for Object Detection

Jul 07, 2020
Miao Hao, Yitao Liu, Xiangyu Zhang, Jian Sun

* To appear in ECCV 2020 

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Weight-dependent Gates for Network Pruning

Jul 04, 2020
Yun Li, Weiqun Wu, Zechun Liu, Chi Zhang, Xiangyu Zhang, Haotian Yao, Baoqun Yin

* 15 pages, 5 figures 

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Spherical Motion Dynamics of Deep Neural Networks with Batch Normalization and Weight Decay

Jul 02, 2020
Ruosi Wan, Zhanxing Zhu, Xiangyu Zhang, Jian Sun


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D-square-B: Deep Distribution Bound for Natural-looking Adversarial Attack

Jun 12, 2020
Qiuling Xu, Guanhong Tao, Xiangyu Zhang


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Joint Multi-Dimension Pruning

May 18, 2020
Zechun Liu, Xiangyu Zhang, Zhiqiang Shen, Zhe Li, Yichen Wei, Kwang-Ting Cheng, Jian Sun


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Angle-based Search Space Shrinking for Neural Architecture Search

May 01, 2020
Yiming Hu, Yuding Liang, Zichao Guo, Ruosi Wan, Xiangyu Zhang, Yichen Wei, Qingyi Gu, Jian Sun

* 15 pages 

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Stitcher: Feedback-driven Data Provider for Object Detection

Apr 26, 2020
Yukang Chen, Peizhen Zhang, Zeming Li, Yanwei Li, Xiangyu Zhang, Gaofeng Meng, Shiming Xiang, Jian Sun, Jiaya Jia

* Technical Report 

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Towards Feature Space Adversarial Attack

Apr 26, 2020
Qiuling Xu, Guanhong Tao, Siyuan Cheng, Lin Tan, Xiangyu Zhang


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Attentive Normalization for Conditional Image Generation

Apr 08, 2020
Yi Wang, Ying-Cong Chen, Xiangyu Zhang, Jian Sun, Jiaya Jia

* CVPR 2020 

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Learning Human-Object Interaction Detection using Interaction Points

Mar 31, 2020
Tiancai Wang, Tong Yang, Martin Danelljan, Fahad Shahbaz Khan, Xiangyu Zhang, Jian Sun

* Accepted to CVPR 2020 

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Dynamic Region-Aware Convolution

Mar 27, 2020
Jin Chen, Xijun Wang, Zichao Guo, Xiangyu Zhang, Jian Sun

* 14 pages 

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Learning Dynamic Routing for Semantic Segmentation

Mar 23, 2020
Yanwei Li, Lin Song, Yukang Chen, Zeming Li, Xiangyu Zhang, Xingang Wang, Jian Sun

* Accepted by CVPR 2020 as Oral 

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Detection in Crowded Scenes: One Proposal, Multiple Predictions

Mar 20, 2020
Xuangeng Chu, Anlin Zheng, Xiangyu Zhang, Jian Sun

* 12 pages; 5 figures; 10 tables 

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PointINS: Point-based Instance Segmentation

Mar 13, 2020
Lu Qi, Xiangyu Zhang, Yingcong Chen, Yukang Chen, Jian Sun, Jiaya Jia

* In submission 

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Learning Delicate Local Representations for Multi-Person Pose Estimation

Mar 10, 2020
Yuanhao Cai, Zhicheng Wang, Zhengxiong Luo, Binyi Yin, Angang Du, Haoqian Wang, Xinyu Zhou, Erjin Zhou, Xiangyu Zhang, Jian Sun


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Beyond Application End-Point Results: Quantifying Statistical Robustness of MCMC Accelerators

Mar 05, 2020
Xiangyu Zhang, Ramin Bashizade, Yicheng Wang, Cheng Lyu, Sayan Mukherjee, Alvin R. Lebeck


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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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Learning-Accelerated ADMM for Distributed Optimal Power Flow

Nov 08, 2019
Dave Biagioni, Peter Graf, Xiangyu Zhang, Jennifer King


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