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IQDet: Instance-wise Quality Distribution Sampling for Object Detection


Apr 14, 2021
Yuchen Ma, Songtao Liu, Zeming Li, Jian Sun

* Accepted by CVPR 2021 

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OTA: Optimal Transport Assignment for Object Detection


Mar 26, 2021
Zheng Ge, Songtao Liu, Zeming Li, Osamu Yoshie, Jian Sun

* CVPR2021 

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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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LLA: Loss-aware Label Assignment for Dense Pedestrian Detection


Jan 12, 2021
Zheng Ge, Jianfeng Wang, Xin Huang, Songtao Liu, Osamu Yoshie

* In the reviewing process of Pattern Recognition 

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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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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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Multi-Scale Positive Sample Refinement for Few-Shot Object Detection


Jul 18, 2020
Jiaxi Wu, Songtao Liu, Di Huang, Yunhong Wang

* Accepted at ECCV 2020 

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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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Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation


Mar 23, 2020
Yangtao Zheng, Di Huang, Songtao Liu, Yunhong Wang


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Learning Spatial Fusion for Single-Shot Object Detection


Nov 25, 2019
Songtao Liu, Di Huang, Yunhong Wang


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Higher-order Weighted Graph Convolutional Networks


Nov 12, 2019
Songtao Liu, Lingwei Chen, Hanze Dong, Zihao Wang, Dinghao Wu, Zengfeng Huang

* 15 pages 

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Adaptive NMS: Refining Pedestrian Detection in a Crowd


Apr 07, 2019
Songtao Liu, Di Huang, Yunhong Wang

* To appear at CVPR 2019 (Oral) 

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Receptive Field Block Net for Accurate and Fast Object Detection


Jul 26, 2018
Songtao Liu, Di Huang, Yunhong Wang

* Accepted by ECCV 2018 

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