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Wanli Ouyang

School of Electrical and Information Engineering, The University of Sydney, Australia

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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* 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

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* The first two authors contributed equally 
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SAMOT: Switcher-Aware Multi-Object Tracking and Still Another MOT Measure


Sep 22, 2020
Weitao Feng, Zhihao Hu, Baopu Li, Weihao Gan, Wei Wu, Wanli Ouyang

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Improving Deep Video Compression by Resolution-adaptive Flow Coding


Sep 13, 2020
Zhihao Hu, Zhenghao Chen, Dong Xu, Guo Lu, Wanli Ouyang, Shuhang Gu

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* ECCV 2020(oral) 
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Exploring the Hierarchy in Relation Labels for Scene Graph Generation


Sep 12, 2020
Yi Zhou, Shuyang Sun, Chao Zhang, Yikang Li, Wanli Ouyang

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BriNet: Towards Bridging the Intra-class and Inter-class Gaps in One-Shot Segmentation


Aug 14, 2020
Xianghui Yang, Bairun Wang, Kaige Chen, Xinchi Zhou, Shuai Yi, Wanli Ouyang, Luping Zhou

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* 14 pages, 6 figures, BMVC2020(Oral) 
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Rethinking Pseudo-LiDAR Representation


Aug 11, 2020
Xinzhu Ma, Shinan Liu, Zhiyi Xia, Hongwen Zhang, Xingyu Zeng, Wanli Ouyang

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* ECCV2020. Supplemental Material attached 
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Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation


Jul 23, 2020
Sheng Jin, Wentao Liu, Enze Xie, Wenhai Wang, Chen Qian, Wanli Ouyang, Ping Luo

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* To appear on ECCV 2020 
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Whole-Body Human Pose Estimation in the Wild


Jul 23, 2020
Sheng Jin, Lumin Xu, Jin Xu, Can Wang, Wentao Liu, Chen Qian, Wanli Ouyang, Ping Luo

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* To appear on ECCV2020 
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3D Human Mesh Regression with Dense Correspondence


Jun 10, 2020
Wang Zeng, Wanli Ouyang, Ping Luo, Wentao Liu, Xiaogang Wang

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* To appear at CVPR 2020 
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Location-Aware Feature Selection Text Detection Network


May 26, 2020
Zengyuan Guo, Zilin Wang, Zhihui Wang, Wanli Ouyang, Haojie Li, Wen Gao

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* 10 pages, 7 figures, 5 tables 
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