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SPAGAN: Shortest Path Graph Attention Network

Jan 10, 2021
Yiding Yang, Xinchao Wang, Mingli Song, Junsong Yuan, Dacheng Tao

* Accepted by IJCAI 2019 

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Interventional Domain Adaptation

Nov 07, 2020
Jun Wen, Changjian Shui, Kun Kuang, Junsong Yuan, Zenan Huang, Zhefeng Gong, Nenggan Zheng


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Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization

Oct 22, 2020
Yuanhao Zhai, Le Wang, Wei Tang, Qilin Zhang, Junsong Yuan, Gang Hua

* ECCV 2020 spotlight 

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Attention-Aware Noisy Label Learning for Image Classification

Sep 30, 2020
Zhenzhen Wang, Chunyan Xu, Yap-Peng Tan, Junsong Yuan

* 10 pages, 8 figures 

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ConsNet: Learning Consistency Graph for Zero-Shot Human-Object Interaction Detection

Sep 15, 2020
Ye Liu, Junsong Yuan, Chang Wen Chen

* Accepted to Proceedings of the 28th ACM International Conference on Multimedia (ACM MM'20), Seattle, WA, USA 

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Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation

Aug 13, 2020
Jialian Wu, Liangchen Song, Tiancai Wang, Qian Zhang, Junsong Yuan

* Accepted to Proceedings of the 28th ACM International Conference on Multimedia (ACM MM'20), Seattle, WA, USA 

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Revisiting Modified Greedy Algorithm for Monotone Submodular Maximization with a Knapsack Constraint

Aug 12, 2020
Jing Tang, Xueyan Tang, Andrew Lim, Kai Han, Chongshou Li, Junsong Yuan


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Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene

Aug 11, 2020
Xinke Li, Chongshou Li, Zekun Tong, Andrew Lim, Junsong Yuan, Yuwei Wu, Jing Tang, Raymond Huang

* Proceedings of the 28th ACM International Conference on Multimedia 2020 
* Accepted by the 28th ACM International Conference on Multimedia (ACM MM 2020) 

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Deep Reinforcement Learning with Label Embedding Reward for Supervised Image Hashing

Aug 10, 2020
Zhenzhen Wang, Weixiang Hong, Junsong Yuan


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Structure-Aware Human-Action Generation

Jul 16, 2020
Ping Yu, Yang Zhao, Chunyuan Li, Junsong Yuan, Changyou Chen

* accepted by ECCV 2020 

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Temporal Distinct Representation Learning for Action Recognition

Jul 15, 2020
Junwu Weng, Donghao Luo, Yabiao Wang, Ying Tai, Chengjie Wang, Jilin Li, Feiyue Huang, Xudong Jiang, Junsong Yuan

* 16 pages, 4 figures, 7 tables 

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Joint Hand-object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion

Jun 28, 2020
Yujin Chen, Zhigang Tu, Di Kang, Ruizhi Chen, Linchao Bao, Zhengyou Zhang, Junsong Yuan


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Towards Understanding the Adversarial Vulnerability of Skeleton-based Action Recognition

Jun 06, 2020
Tianhang Zheng, Sheng Liu, Changyou Chen, Junsong Yuan, Baochun Li, Kui Ren


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3DV: 3D Dynamic Voxel for Action Recognition in Depth Video

May 12, 2020
Yancheng Wang, Yang Xiao, Fu Xiong, Wenxiang Jiang, Zhiguo Cao, Joey Tianyi Zhou, Junsong Yuan

* Accepted by CVPR2020 

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Image Co-skeletonization via Co-segmentation

Apr 12, 2020
Koteswar Rao Jerripothula, Jianfei Cai, Jiangbo Lu, Junsong Yuan

* 13 pages, 12 figures, Submitted to IEEE Transactions on Image Processing (TIP) 

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Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction

Mar 30, 2020
Anil Armagan, Guillermo Garcia-Hernando, Seungryul Baek, Shreyas Hampali, Mahdi Rad, Zhaohui Zhang, Shipeng Xie, MingXiu Chen, Boshen Zhang, Fu Xiong, Yang Xiao, Zhiguo Cao, Junsong Yuan, Pengfei Ren, Weiting Huang, Haifeng Sun, Marek Hrúz, Jakub Kanis, Zdeněk Krňoul, Qingfu Wan, Shile Li, Linlin Yang, Dongheui Lee, Angela Yao, Weiguo Zhou, Sijia Mei, Yunhui Liu, Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Philippe Weinzaepfel, Romain Brégier, Gregory Rogez, Vincent Lepetit, Tae-Kyun Kim


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Temporal Pulses Driven Spiking Neural Network for Fast Object Recognition in Autonomous Driving

Jan 24, 2020
Wei Wang, Shibo Zhou, Jingxi Li, Xiaohua Li, Junsong Yuan, Zhanpeng Jin


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Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions

Dec 21, 2019
Zhenyi Wang, Ping Yu, Yang Zhao, Ruiyi Zhang, Yufan Zhou, Junsong Yuan, Changyou Chen

* AAAI 2020 

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A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image

Aug 27, 2019
Fu Xiong, Boshen Zhang, Yang Xiao, Zhiguo Cao, Taidong Yu, Joey Tianyi Zhou, Junsong Yuan

* Accepted by ICCV2019 

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Context-Integrated and Feature-Refined Network for Lightweight Urban Scene Parsing

Jul 26, 2019
Bin Jiang, Wenxuan Tu, Chao Yang, Junsong Yuan


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Bayesian Uncertainty Matching for Unsupervised Domain Adaptation

Jun 24, 2019
Jun Wen, Nenggan Zheng, Junsong Yuan, Zhefeng Gong, Changyou Chen

* IJCAI-2019 Accepted 

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Kervolutional Neural Networks

Apr 08, 2019
Chen Wang, Jianfei Yang, Lihua Xie, Junsong Yuan

* 2019 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019) 

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3D Hand Shape and Pose Estimation from a Single RGB Image

Mar 03, 2019
Liuhao Ge, Zhou Ren, Yuncheng Li, Zehao Xue, Yingying Wang, Jianfei Cai, Junsong Yuan

* CVPR 2019 (Oral), https://sites.google.com/site/geliuhaontu/home/cvpr2019 

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Progress Regression RNN for Online Spatial-Temporal Action Localization in Unconstrained Videos

Mar 01, 2019
Bo Hu, Jianfei Cai, Tat-Jen Cham, Junsong Yuan

* 11 pages, 5 figures 

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Exploiting Local Feature Patterns for Unsupervised Domain Adaptation

Nov 18, 2018
Jun Wen, Risheng Liu, Nenggan Zheng, Qian Zheng, Zhefeng Gong, Junsong Yuan

* AAAI-2019 accepted 

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Actor-Action Semantic Segmentation with Region Masks

Jul 23, 2018
Kang Dang, Chunluan Zhou, Zhigang Tu, Michael Hoy, Justin Dauwels, Junsong Yuan

* Accepted by BMVC 2018 

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Non-iterative RGB-D-inertial Odometry

Apr 08, 2018
Chen Wang, Minh-Chung Hoang, Lihua Xie, Junsong Yuan


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Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals

Mar 29, 2018
Shanxin Yuan, Guillermo Garcia-Hernando, Bjorn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis Argyros, Tae-Kyun Kim


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