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Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection


Mar 19, 2021
Chenchen Zhu, Fangyi Chen, Uzair Ahmed, Zhiqiang Shen, Marios Savvides

* CVPR 2021 

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Solving Missing-Annotation Object Detection with Background Recalibration Loss


Feb 12, 2020
Han Zhang, Fangyi Chen, Zhiqiang Shen, Qiqi Hao, Chenchen Zhu, Marios Savvides

* 5 pages. Paper has been accepted by ICASSP 2020 for presentation in a lecture (oral) session 

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Soft Anchor-Point Object Detection


Nov 27, 2019
Chenchen Zhu, Fangyi Chen, Zhiqiang Shen, Marios Savvides


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Adversarial-Based Knowledge Distillation for Multi-Model Ensemble and Noisy Data Refinement


Aug 22, 2019
Zhiqiang Shen, Zhankui He, Wanyun Cui, Jiahui Yu, Yutong Zheng, Chenchen Zhu, Marios Savvides

* This is an extended version of our previous conference paper arXiv:1812.02425 

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MMDetection: Open MMLab Detection Toolbox and Benchmark


Jun 17, 2019
Kai Chen, Jiaqi Wang, Jiangmiao Pang, Yuhang Cao, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jiarui Xu, Zheng Zhang, Dazhi Cheng, Chenchen Zhu, Tianheng Cheng, Qijie Zhao, Buyu Li, Xin Lu, Rui Zhu, Yue Wu, Jifeng Dai, Jingdong Wang, Jianping Shi, Wanli Ouyang, Chen Change Loy, Dahua Lin

* Technical report of MMDetection. 11 pages 

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Feature Selective Anchor-Free Module for Single-Shot Object Detection


Mar 02, 2019
Chenchen Zhu, Yihui He, Marios Savvides

* CVPR 2019 

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Seeing Small Faces from Robust Anchor's Perspective


Feb 25, 2018
Chenchen Zhu, Ran Tao, Khoa Luu, Marios Savvides

* CVPR 2018 

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Faster Than Real-time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses


Sep 08, 2017
Chandrasekhar Bhagavatula, Chenchen Zhu, Khoa Luu, Marios Savvides

* International Conference on Computer Vision (ICCV) 2017 

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Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation


Apr 12, 2017
Ngan Le, Kha Gia Quach, Khoa Luu, Marios Savvides, Chenchen Zhu

* 10 pages, 6 figures 

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Towards a Deep Learning Framework for Unconstrained Face Detection


Jan 02, 2017
Yutong Zheng, Chenchen Zhu, Khoa Luu, Chandrasekhar Bhagavatula, T. Hoang Ngan Le, Marios Savvides

* Accepted by BTAS 2016. arXiv admin note: substantial text overlap with arXiv:1606.05413 

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CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection


Jun 17, 2016
Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides


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