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Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization

Jul 15, 2020
Junting Pan, Siyu Chen, Zheng Shou, Jing Shao, Hongsheng Li

* 1st place solution in ActivityNet Challenge 2020 -- AVA-Kinetics Task 

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1st place solution for AVA-Kinetics Crossover in AcitivityNet Challenge 2020

Jun 16, 2020
Siyu Chen, Junting Pan, Guanglu Song, Manyuan Zhang, Hao Shao, Ziyi Lin, Jing Shao, Hongsheng Li, Yu Liu

* arXiv admin note: substantial text overlap with arXiv:2006.07976 

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Video Generation from Single Semantic Label Map

Mar 11, 2019
Junting Pan, Chengyu Wang, Xu Jia, Jing Shao, Lu Sheng, Junjie Yan, Xiaogang Wang

* Paper accepted at CVPR 2019. Source code and models available at https://github.com/junting/seg2vid/tree/master 

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Unsupervised Bi-directional Flow-based Video Generation from one Snapshot

Mar 03, 2019
Lu Sheng, Junting Pan, Jiaming Guo, Jing Shao, Xiaogang Wang, Chen Change Loy

* 11 pages, 12 figures. Technical report for a project in progress 

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Online Detection of Action Start in Untrimmed, Streaming Videos

Jul 23, 2018
Zheng Shou, Junting Pan, Jonathan Chan, Kazuyuki Miyazawa, Hassan Mansour, Anthony Vetro, Xavier Giro-i-Nieto, Shih-Fu Chang

* Accepted by ECCV'18 

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SalGAN: Visual Saliency Prediction with Generative Adversarial Networks

Jul 01, 2018
Junting Pan, Cristian Canton Ferrer, Kevin McGuinness, Noel E. O'Connor, Jordi Torres, Elisa Sayrol, Xavier Giro-i-Nieto

* Submitted for review to Computer Vision and Image Understanding (CVIU) 

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Shallow and Deep Convolutional Networks for Saliency Prediction

Mar 02, 2016
Junting Pan, Kevin McGuinness, Elisa Sayrol, Noel O'Connor, Xavier Giro-i-Nieto

* Preprint of the paper accepted at 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Source code and models available at https://github.com/imatge-upc/saliency-2016-cvpr. Junting Pan and Kevin McGuinness contributed equally to this work 

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End-to-end Convolutional Network for Saliency Prediction

Jul 06, 2015
Junting Pan, Xavier Giró-i-Nieto

* Winner of the saliency prediction challenge in the Large-scale Scene Understanding (LSUN) Challenge in the associated workshop of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2015 

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