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OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning


Aug 08, 2021
Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu

* 10 pages 

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Two-Stream Consensus Network: Submission to HACS Challenge 2021 Weakly-Supervised Learning Track


Jul 11, 2021
Yuanhao Zhai, Le Wang, David Doermann, Junsong Yuan

* Second place solution to the HACS Weakly-Supervised Temporal Action Localization Challenge 2021. arXiv admin note: text overlap with arXiv:2010.11594 

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NeLF: Practical Novel View Synthesis with Neural Light Field


May 21, 2021
Celong Liu, Zhong Li, Junsong Yuan, Yi Xu

* 14 pages, 13 figures 

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Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context


Mar 30, 2021
Ziyi Liu, Le Wang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua

* Accepted by the 35th AAAI Conference on Artificial Intelligence (AAAI 2021) 

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ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization


Mar 28, 2021
Ziyi Liu, Le Wang, Qilin Zhang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua

* Accepted by the 35th AAAI Conference on Artificial Intelligence (AAAI 2021) 

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Model-based 3D Hand Reconstruction via Self-Supervised Learning


Mar 22, 2021
Yujin Chen, Zhigang Tu, Di Kang, Linchao Bao, Ying Zhang, Xuefei Zhe, Ruizhi Chen, Junsong Yuan

* Accepted by CVPR21 

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Track to Detect and Segment: An Online Multi-Object Tracker


Mar 16, 2021
Jialian Wu, Jiale Cao, Liangchen Song, Yu Wang, Ming Yang, Junsong Yuan

* Accepted to CVPR 2021 

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Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective


Feb 01, 2021
Helong Zhou, Liangchen Song, Jiajie Chen, Ye Zhou, Guoli Wang, Junsong Yuan, Qian Zhang

* ICLR 2021 

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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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