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Momentum^2 Teacher: Momentum Teacher with Momentum Statistics for Self-Supervised Learning

Jan 19, 2021
Zeming Li, Songtao Liu, Jian Sun

* 11 pages, Tech report 

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RepVGG: Making VGG-style ConvNets Great Again

Jan 11, 2021
Xiaohan Ding, Xiangyu Zhang, Ningning Ma, Jungong Han, Guiguang Ding, Jian Sun

* The code and trained models are available at https://github.com/megvii-model/RepVGG 

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Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing

Jan 05, 2021
Binyuan Hui, Ruiying Geng, Qiyu Ren, Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu

* Accepted by AAAI 2021 

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Implicit Feature Pyramid Network for Object Detection

Dec 25, 2020
Tiancai Wang, Xiangyu Zhang, Jian Sun

* Tech report 

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Efficient Human Pose Estimation by Learning Deeply Aggregated Representations

Dec 15, 2020
Zhengxiong Luo, Zhicheng Wang, Yuanhao Cai, Guanan Wang, Yan Huang, Liang Wang, Erjin Zhou, Tieniu Tan, Jian Sun


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Self-EMD: Self-Supervised Object Detection without ImageNet

Dec 08, 2020
Songtao Liu, Zeming Li, Jian Sun


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End-to-End Object Detection with Fully Convolutional Network

Dec 07, 2020
Jianfeng Wang, Lin Song, Zeming Li, Hongbin Sun, Jian Sun, Nanning Zheng


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Fine-Grained Dynamic Head for Object Detection

Dec 07, 2020
Lin Song, Yanwei Li, Zhengkai Jiang, Zeming Li, Hongbin Sun, Jian Sun, Nanning Zheng

* Accepted by NeurIPS-2020 

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Rethinking Learnable Tree Filter for Generic Feature Transform

Dec 07, 2020
Lin Song, Yanwei Li, Zhengkai Jiang, Zeming Li, Xiangyu Zhang, Hongbin Sun, Jian Sun, Nanning Zheng

* Accepted by NeurIPS-2020 

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Fully Convolutional Networks for Panoptic Segmentation

Dec 01, 2020
Yanwei Li, Hengshuang Zhao, Xiaojuan Qi, Liwei Wang, Zeming Li, Jian Sun, Jiaya Jia


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UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning

Dec 01, 2020
Kunming Luo, Chuan Wang, Shuaicheng Liu, Haoqiang Fan, Jue Wang, Jian Sun


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Deep Positional and Relational Feature Learning for Rotation-Invariant Point Cloud Analysis

Nov 18, 2020
Ruixuan Yu, Xin Wei, Federico Tombari, Jian Sun


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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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Activate or Not: Learning Customized Activation

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


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A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges

Jul 26, 2020
Bin Fu, Yunqi Qiu, Chengguang Tang, Yang Li, Haiyang Yu, Jian Sun

* 19 pages, 5 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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BorderDet: Border Feature for Dense Object Detection

Jul 21, 2020
Han Qiu, Yuchen Ma, Zeming Li, Songtao Liu, Jian Sun

* Accepted by ECCV 2020 as Oral 

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AutoAssign: Differentiable Label Assignment for Dense Object Detection

Jul 07, 2020
Benjin Zhu, Jianfeng Wang, Zhengkai Jiang, Fuhang Zong, Songtao Liu, Zeming Li, Jian Sun

* Rejected by ECCV 2020; Reformated 

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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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End-to-end Interpretable Learning of Non-blind Image Deblurring

Jul 03, 2020
Thomas Eboli, Jian Sun, Jean Ponce

* Accepted at ECCV2020 (poster) 

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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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Structured and Localized Image Restoration

Jun 16, 2020
Thomas Eboli, Alex Nowak-Vila, Jian Sun, Francis Bach, Jean Ponce, Alessandro Rudi


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Online Reinforcement Learning Control by Direct Heuristic Dynamic Programming: from Time-Driven to Event-Driven

Jun 16, 2020
Qingtao Zhao, Jennie Si, Jian Sun


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