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WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training


Mar 19, 2021
Yuqi Huo, Manli Zhang, Guangzhen Liu, Haoyu Lu, Yizhao Gao, Guoxing Yang, Jingyuan Wen, Heng Zhang, Baogui Xu, Weihao Zheng, Zongzheng Xi, Yueqian Yang, Anwen Hu, Jinming Zhao, Ruichen Li, Yida Zhao, Liang Zhang, Yuqing Song, Xin Hong, Wanqing Cui, Danyang Hou, Yingyan Li, Junyi Li, Peiyu Liu, Zheng Gong, Chuhao Jin, Yuchong Sun, Shizhe Chen, Zhiwu Lu, Zhicheng Dou, Qin Jin, Yanyan Lan, Wayne Xin Zhao, Ruihua Song, Ji-Rong Wen

* This paper is the outcome of the Chinese multi-modal pre-training project called 'WenLan' 

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The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020)


Aug 03, 2020
Samuel Albanie, Yang Liu, Arsha Nagrani, Antoine Miech, Ernesto Coto, Ivan Laptev, Rahul Sukthankar, Bernard Ghanem, Andrew Zisserman, Valentin Gabeur, Chen Sun, Karteek Alahari, Cordelia Schmid, Shizhe Chen, Yida Zhao, Qin Jin, Kaixu Cui, Hui Liu, Chen Wang, Yudong Jiang, Xiaoshuai Hao

* Individual reports, dataset information, rules, and released source code can be found at the competition webpage (https://www.robots.ox.ac.uk/~vgg/challenges/video-pentathlon

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Team RUC_AIM3 Technical Report at Activitynet 2020 Task 2: Exploring Sequential Events Detection for Dense Video Captioning


Jun 14, 2020
Yuqing Song, Shizhe Chen, Yida Zhao, Qin Jin

* Winner solution in CVPR 2020 Activitynet Dense Video Captioning challenge 

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Fine-grained Video-Text Retrieval with Hierarchical Graph Reasoning


Mar 01, 2020
Shizhe Chen, Yida Zhao, Qin Jin, Qi Wu

* To be appeared in CVPR 2020 

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Integrating Temporal and Spatial Attentions for VATEX Video Captioning Challenge 2019


Oct 15, 2019
Shizhe Chen, Yida Zhao, Yuqing Song, Qin Jin, Qi Wu

* ICCV 2019 VATEX challenge 

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Unpaired Cross-lingual Image Caption Generation with Self-Supervised Rewards


Aug 15, 2019
Yuqing Song, Shizhe Chen, Yida Zhao, Qin Jin

* Accepted by ACMMM 2019 

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Activitynet 2019 Task 3: Exploring Contexts for Dense Captioning Events in Videos


Jul 11, 2019
Shizhe Chen, Yuqing Song, Yida Zhao, Qin Jin, Zhaoyang Zeng, Bei Liu, Jianlong Fu, Alexander Hauptmann

* Winner solution in CVPR 2019 Activitynet Dense Video Captioning challenge 

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RUC+CMU: System Report for Dense Captioning Events in Videos


Jun 22, 2018
Shizhe Chen, Yuqing Song, Yida Zhao, Jiarong Qiu, Qin Jin, Alexander Hauptmann

* Winner in ActivityNet 2018 Dense Video Captioning challenge 

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