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BN-NAS: Neural Architecture Search with Batch Normalization


Aug 16, 2021
Boyu Chen, Peixia Li, Baopu Li, Chen Lin, Chuming Li, Ming Sun, Junjie Yan, Wanli Ouyang

* ICCV 2021 

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Geometry Uncertainty Projection Network for Monocular 3D Object Detection


Aug 13, 2021
Yan Lu, Xinzhu Ma, Lei Yang, Tianzhu Zhang, Yating Liu, Qi Chu, Junjie Yan, Wanli Ouyang

* To appear at ICCV2021 

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PSViT: Better Vision Transformer via Token Pooling and Attention Sharing


Aug 07, 2021
Boyu Chen, Peixia Li, Baopu Li, Chuming Li, Lei Bai, Chen Lin, Ming Sun, Junjie Yan, Wanli Ouyang


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GAIA: A Transfer Learning System of Object Detection that Fits Your Needs


Jun 21, 2021
Xingyuan Bu, Junran Peng, Junjie Yan, Tieniu Tan, Zhaoxiang Zhang

* CVPR2021. The first two authors contribute equally. Code is released at https://github.com/GAIA-vision 

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AutoSampling: Search for Effective Data Sampling Schedules


May 28, 2021
Ming Sun, Haoxuan Dou, Baopu Li, Lei Cui, Junjie Yan, Wanli Ouyang

* ICML 2021 
* Automl for sampling firstly without any assumpation 

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Efficient Transfer Learning via Joint Adaptation of Network Architecture and Weight


May 19, 2021
Ming Sun, Haoxuan Dou, Junjie Yan

* ECCV 2020 
* NAS is one part of transfer learning 

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Temporal Context Aggregation Network for Temporal Action Proposal Refinement


Mar 24, 2021
Zhiwu Qing, Haisheng Su, Weihao Gan, Dongliang Wang, Wei Wu, Xiang Wang, Yu Qiao, Junjie Yan, Changxin Gao, Nong Sang

* Accepted by CVPR2021 

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Real-Time Visual Object Tracking via Few-Shot Learning


Mar 18, 2021
Jinghao Zhou, Bo Li, Peng Wang, Peixia Li, Weihao Gan, Wei Wu, Junjie Yan, Wanli Ouyang


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Higher Performance Visual Tracking with Dual-Modal Localization


Mar 18, 2021
Jinghao Zhou, Bo Li, Lei Qiao, Peng Wang, Weihao Gan, Wei Wu, Junjie Yan, Wanli Ouyang


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Learning Statistical Texture for Semantic Segmentation


Mar 06, 2021
Lanyun Zhu, Deyi Ji, Shiping Zhu, Weihao Gan, Wei Wu, Junjie Yan

* Accepted to CVPR 2021 

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Inter-class Discrepancy Alignment for Face Recognition


Mar 02, 2021
Jiaheng Liu, Yudong Wu, Yichao Wu, Zhenmao Li, Chen Ken, Ding Liang, Junjie Yan


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Inception Convolution with Efficient Dilation Search


Dec 25, 2020
Jie Liu, Chuming Li, Feng Liang, Chen Lin, Ming Sun, Junjie Yan, Wanli Ouyang, Dong Xu


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DETR for Pedestrian Detection


Dec 12, 2020
Matthieu Lin, Chuming Li, Xingyuan Bu, Ming Sun, Chen Lin, Junjie Yan, Wanli Ouyang, Zhidong Deng


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Context-Aware Graph Convolution Network for Target Re-identification


Dec 09, 2020
Deyi Ji, Haoran Wang, Hanzhe Hu, Weihao Gan, Wei Wu, Junjie Yan

* Accepted by AAAI2021 

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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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