Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox
Picture for Wanli Ouyang

Wanli Ouyang

Unsupervised Representation Learning for 3D Point Cloud Data


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

Figure 1 for Unsupervised Representation Learning for 3D Point Cloud Data
Figure 2 for Unsupervised Representation Learning for 3D Point Cloud Data
Figure 3 for Unsupervised Representation Learning for 3D Point Cloud Data
Figure 4 for Unsupervised Representation Learning for 3D Point Cloud Data

  Access Paper or Ask Questions

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

Figure 1 for Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm
Figure 2 for Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm
Figure 3 for Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm
Figure 4 for Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm
* 18 pages, 10 figures 
  Access Paper or Ask Questions

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

Figure 1 for Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images
Figure 2 for Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images
Figure 3 for Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images
Figure 4 for Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images
* Accepted by ICCV'2021 
  Access Paper or Ask Questions

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

Figure 1 for Towards Balanced Learning for Instance Recognition
Figure 2 for Towards Balanced Learning for Instance Recognition
Figure 3 for Towards Balanced Learning for Instance Recognition
Figure 4 for Towards Balanced Learning for Instance Recognition
* Accepted by IJCV. Journal extension of paper arXiv:1904.02701 
  Access Paper or Ask Questions

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

Figure 1 for BN-NAS: Neural Architecture Search with Batch Normalization
Figure 2 for BN-NAS: Neural Architecture Search with Batch Normalization
Figure 3 for BN-NAS: Neural Architecture Search with Batch Normalization
Figure 4 for BN-NAS: Neural Architecture Search with Batch Normalization
* ICCV 2021 
  Access Paper or Ask Questions

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

Figure 1 for Geometry Uncertainty Projection Network for Monocular 3D Object Detection
Figure 2 for Geometry Uncertainty Projection Network for Monocular 3D Object Detection
Figure 3 for Geometry Uncertainty Projection Network for Monocular 3D Object Detection
Figure 4 for Geometry Uncertainty Projection Network for Monocular 3D Object Detection
* To appear at ICCV2021 
  Access Paper or Ask Questions

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

Figure 1 for PSViT: Better Vision Transformer via Token Pooling and Attention Sharing
Figure 2 for PSViT: Better Vision Transformer via Token Pooling and Attention Sharing
Figure 3 for PSViT: Better Vision Transformer via Token Pooling and Attention Sharing
Figure 4 for PSViT: Better Vision Transformer via Token Pooling and Attention Sharing

  Access Paper or Ask Questions

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

Figure 1 for Learning Geometry-Guided Depth via Projective Modeling for Monocular 3D Object Detection
Figure 2 for Learning Geometry-Guided Depth via Projective Modeling for Monocular 3D Object Detection
Figure 3 for Learning Geometry-Guided Depth via Projective Modeling for Monocular 3D Object Detection
Figure 4 for Learning Geometry-Guided Depth via Projective Modeling for Monocular 3D Object Detection
* 16 pages, 11 figures 
  Access Paper or Ask Questions

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

Figure 1 for Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation
Figure 2 for Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation
Figure 3 for Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation
Figure 4 for Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation
* Accepted at ICCV 2021 
  Access Paper or Ask Questions

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

Figure 1 for GLiT: Neural Architecture Search for Global and Local Image Transformer
Figure 2 for GLiT: Neural Architecture Search for Global and Local Image Transformer
Figure 3 for GLiT: Neural Architecture Search for Global and Local Image Transformer
Figure 4 for GLiT: Neural Architecture Search for Global and Local Image Transformer

  Access Paper or Ask Questions

AutoSampling: Search for Effective Data Sampling Schedules


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

Figure 1 for AutoSampling: Search for Effective Data Sampling Schedules
Figure 2 for AutoSampling: Search for Effective Data Sampling Schedules
Figure 3 for AutoSampling: Search for Effective Data Sampling Schedules
Figure 4 for AutoSampling: Search for Effective Data Sampling Schedules
* ICML 2021 
 * Automl for sampling firstly without any assumpation 
  Access Paper or Ask Questions

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

Figure 1 for ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search
Figure 2 for ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search
Figure 3 for ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search
Figure 4 for ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search
* Accepted to CVPR 2021 
  Access Paper or Ask Questions

Layerwise Optimization by Gradient Decomposition for Continual Learning


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

Figure 1 for Layerwise Optimization by Gradient Decomposition for Continual Learning
Figure 2 for Layerwise Optimization by Gradient Decomposition for Continual Learning
Figure 3 for Layerwise Optimization by Gradient Decomposition for Continual Learning
Figure 4 for Layerwise Optimization by Gradient Decomposition for Continual Learning
* cvpr2021 
  Access Paper or Ask Questions

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

Figure 1 for 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop
Figure 2 for 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop
Figure 3 for 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop
Figure 4 for 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop
* Technical report. Code and model available at https://hongwenzhang.github.io/pymaf 
  Access Paper or Ask Questions

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

Figure 1 for Delving into Localization Errors for Monocular 3D Object Detection
Figure 2 for Delving into Localization Errors for Monocular 3D Object Detection
Figure 3 for Delving into Localization Errors for Monocular 3D Object Detection
Figure 4 for Delving into Localization Errors for Monocular 3D Object Detection
* CVPR'2021, code will be made available 
  Access Paper or Ask Questions

Gradient Regularized Contrastive Learning for Continual Domain Adaptation


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

Figure 1 for Gradient Regularized Contrastive Learning for Continual Domain Adaptation
Figure 2 for Gradient Regularized Contrastive Learning for Continual Domain Adaptation
Figure 3 for Gradient Regularized Contrastive Learning for Continual Domain Adaptation
Figure 4 for Gradient Regularized Contrastive Learning for Continual Domain Adaptation
* Accepted by AAAI2021 (poster). arXiv admin note: text overlap with arXiv:2007.12942 
  Access Paper or Ask Questions

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

Figure 1 for Real-Time Visual Object Tracking via Few-Shot Learning
Figure 2 for Real-Time Visual Object Tracking via Few-Shot Learning
Figure 3 for Real-Time Visual Object Tracking via Few-Shot Learning
Figure 4 for Real-Time Visual Object Tracking via Few-Shot Learning

  Access Paper or Ask Questions

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

Figure 1 for Higher Performance Visual Tracking with Dual-Modal Localization
Figure 2 for Higher Performance Visual Tracking with Dual-Modal Localization
Figure 3 for Higher Performance Visual Tracking with Dual-Modal Localization
Figure 4 for Higher Performance Visual Tracking with Dual-Modal Localization

  Access Paper or Ask Questions

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

Figure 1 for Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction
Figure 2 for Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction
Figure 3 for Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction
Figure 4 for Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction
* Regular paper accepted at TPAMI 2020. arXiv admin note: text overlap with arXiv:1801.00524 
  Access Paper or Ask Questions

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

Figure 1 for Inception Convolution with Efficient Dilation Search
Figure 2 for Inception Convolution with Efficient Dilation Search
Figure 3 for Inception Convolution with Efficient Dilation Search
Figure 4 for Inception Convolution with Efficient Dilation Search

  Access Paper or Ask Questions

DETR for Pedestrian Detection


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

Figure 1 for DETR for Pedestrian Detection
Figure 2 for DETR for Pedestrian Detection
Figure 3 for DETR for Pedestrian Detection
Figure 4 for DETR for Pedestrian Detection

  Access Paper or Ask Questions

Full Matching on Low Resolution for Disparity Estimation


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

Figure 1 for Full Matching on Low Resolution for Disparity Estimation
Figure 2 for Full Matching on Low Resolution for Disparity Estimation
Figure 3 for Full Matching on Low Resolution for Disparity Estimation
Figure 4 for Full Matching on Low Resolution for Disparity Estimation
* 9pages,5 figures 
  Access Paper or Ask Questions

Direct Depth Learning Network for Stereo Matching


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

Figure 1 for Direct Depth Learning Network for Stereo Matching
Figure 2 for Direct Depth Learning Network for Stereo Matching
Figure 3 for Direct Depth Learning Network for Stereo Matching
Figure 4 for Direct Depth Learning Network for Stereo Matching
* 10 pages,4 figures 
  Access Paper or Ask Questions

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

Figure 1 for Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection in Autonomous Driving
Figure 2 for Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection in Autonomous Driving
Figure 3 for Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection in Autonomous Driving
Figure 4 for Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection in Autonomous Driving

  Access Paper or Ask Questions

Evolving Search Space for Neural Architecture Search


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

Figure 1 for Evolving Search Space for Neural Architecture Search
Figure 2 for Evolving Search Space for Neural Architecture Search
Figure 3 for Evolving Search Space for Neural Architecture Search
Figure 4 for Evolving Search Space for Neural Architecture Search

  Access Paper or Ask Questions

Improving Auto-Augment via Augmentation-Wise Weight Sharing


Oct 22, 2020
Keyu Tian, Chen Lin, Ming Sun, Luping Zhou, Junjie Yan, Wanli Ouyang

Figure 1 for Improving Auto-Augment via Augmentation-Wise Weight Sharing
Figure 2 for Improving Auto-Augment via Augmentation-Wise Weight Sharing
Figure 3 for Improving Auto-Augment via Augmentation-Wise Weight Sharing
Figure 4 for Improving Auto-Augment via Augmentation-Wise Weight Sharing
* Accepted to NeurIPS 2020 (Poster) 
  Access Paper or Ask Questions

Adaptive Gradient Method with Resilience and Momentum


Oct 21, 2020
Jie Liu, Chen Lin, Chuming Li, Lu Sheng, Ming Sun, Junjie Yan, Wanli Ouyang

Figure 1 for Adaptive Gradient Method with Resilience and Momentum
Figure 2 for Adaptive Gradient Method with Resilience and Momentum
Figure 3 for Adaptive Gradient Method with Resilience and Momentum
Figure 4 for Adaptive Gradient Method with Resilience and Momentum

  Access Paper or Ask Questions

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

Figure 1 for Once Quantized for All: Progressively Searching for Quantized Efficient Models
Figure 2 for Once Quantized for All: Progressively Searching for Quantized Efficient Models
Figure 3 for Once Quantized for All: Progressively Searching for Quantized Efficient Models
Figure 4 for Once Quantized for All: Progressively Searching for Quantized Efficient Models
* The first two authors contributed equally 
  Access Paper or Ask Questions