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Unsupervised Representation Learning for 3D Point Cloud Data


Oct 13, 2021
Jincen Jiang, Xuequan Lu, Wanli Ouyang, Meili Wang


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Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm


Oct 11, 2021
Yangguang Li, Feng Liang, Lichen Zhao, Yufeng Cui, Wanli Ouyang, Jing Shao, Fengwei Yu, Junjie Yan

* 18 pages, 10 figures 

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Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images


Sep 13, 2021
Size Wu, Sheng Jin, Wentao Liu, Lei Bai, Chen Qian, Dong Liu, Wanli Ouyang

* Accepted by ICCV'2021 

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Towards Balanced Learning for Instance Recognition


Aug 23, 2021
Jiangmiao Pang, Kai Chen, Qi Li, Zhihai Xu, Huajun Feng, Jianping Shi, Wanli Ouyang, Dahua Lin

* Accepted by IJCV. Journal extension of paper arXiv:1904.02701 

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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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Learning Geometry-Guided Depth via Projective Modeling for Monocular 3D Object Detection


Jul 29, 2021
Yinmin Zhang, Xinzhu Ma, Shuai Yi, Jun Hou, Zhihui Wang, Wanli Ouyang, Dan Xu

* 16 pages, 11 figures 

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Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation


Jul 27, 2021
Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaid, Ferdous Sohel, Dan Xu

* Accepted at ICCV 2021 

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GLiT: Neural Architecture Search for Global and Local Image Transformer


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


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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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ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search


May 21, 2021
Lumin Xu, Yingda Guan, Sheng Jin, Wentao Liu, Chen Qian, Ping Luo, Wanli Ouyang, Xiaogang Wang

* Accepted to CVPR 2021 

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Layerwise Optimization by Gradient Decomposition for Continual Learning


May 17, 2021
Shixiang Tang, Dapeng Chen, Jinguo Zhu, Shijie Yu, Wanli Ouyang

* cvpr2021 

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3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop


Apr 01, 2021
Hongwen Zhang, Yating Tian, Xinchi Zhou, Wanli Ouyang, Yebin Liu, Limin Wang, Zhenan Sun

* Technical report. Code and model available at https://hongwenzhang.github.io/pymaf 

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Delving into Localization Errors for Monocular 3D Object Detection


Mar 30, 2021
Xinzhu Ma, Yinmin Zhang, Dan Xu, Dongzhan Zhou, Shuai Yi, Haojie Li, Wanli Ouyang

* CVPR'2021, code will be made available 

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Gradient Regularized Contrastive Learning for Continual Domain Adaptation


Mar 23, 2021
Shixiang Tang, Peng Su, Dapeng Chen, Wanli Ouyang

* Accepted by AAAI2021 (poster). arXiv admin note: text overlap with arXiv:2007.12942 

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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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Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction


Jan 08, 2021
Dan Xu, Xavier Alameda-Pineda, Wanli Ouyang, Elisa Ricci, Xiaogang Wang, Nicu Sebe

* Regular paper accepted at TPAMI 2020. arXiv admin note: text overlap with arXiv:1801.00524 

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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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Full Matching on Low Resolution for Disparity Estimation


Dec 10, 2020
Hong Zhang, Shenglun Chen, Zhihui Wang, Haojie Li, Wanli Ouyang

* 9pages,5 figures 

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Direct Depth Learning Network for Stereo Matching


Dec 10, 2020
Hong Zhang, Haojie Li, Shenglun Chen, Tiantian Yan, Zhihui Wang, Guo Lu, Wanli Ouyang

* 10 pages,4 figures 

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Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection in Autonomous Driving


Nov 27, 2020
Zhenxun Yuan, Xiao Song, Lei Bai, Wengang Zhou, Zhe Wang, Wanli Ouyang


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Evolving Search Space for Neural Architecture Search


Nov 22, 2020
Yuanzheng Ci, Chen Lin, Ming Sun, Boyu Chen, Hongwen Zhang, Wanli Ouyang


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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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