Deep Reinforcement Learning for Unsupervised Video Summarization with
Diversity-Representativeness Reward

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Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward

29 December 2017

Yu Qiao

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Papers citing "Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward"

19 / 69 papers shown

Title
Ultrasound Video Summarization using Deep Reinforcement Learning Tianrui Liu Qingjie Meng Athanasios Vlontzos Jeremy Tan Daniel Rueckert Bernhard Kainz OffRL 86 22 0 19 May 2020
Eliciting User Preferences for Personalized Explanations for Video Summaries Oana Inel N. Tintarev Lora Aroyo 73 8 0 01 May 2020
Query-controllable Video Summarization Jia-Hong Huang Marcel Worring 47 46 0 07 Apr 2020
SummaryNet: A Multi-Stage Deep Learning Model for Automatic Video Summarisation Ziyad Jappie David Torpey Turgay Celik 11 3 0 19 Feb 2020
Convolutional Hierarchical Attention Network for Query-Focused Video Summarization Shuwen Xiao Zhou Zhao Zijian Zhang Ziyu Guan Deng Cai 82 48 0 31 Jan 2020
Weakly Supervised Video Summarization by Hierarchical Reinforcement Learning Yiyan Chen Li Tao Xueting Wang T. Yamasaki OffRL 65 54 0 12 Jan 2020
ILS-SUMM: Iterated Local Search for Unsupervised Video Summarization Yair Shemer Daniel Rotman N. Shimkin 63 15 0 08 Dec 2019
Comprehensive Video Understanding: Video summarization with content-based video recommender design Yudong Jiang Kaixu Cui B. Peng Changliang Xu BDL 58 28 0 30 Oct 2019
Meta Learning for Task-Driven Video Summarization Xuelong Li Hongli Li Yongsheng Dong 47 22 0 29 Jul 2019
What I See Is What You See: Joint Attention Learning for First and Third Person Video Co-analysis Huangyue Yu Minjie Cai Yunfei Liu Feng Lu EgoV 59 22 0 16 Apr 2019
Rethinking the Evaluation of Video Summaries Mayu Otani Yuta Nakashima Esa Rahtu J. Heikkilä 103 130 0 27 Mar 2019
Comixify: Transform video into a comics Maciej Pesko Adam Svystun Pawel Andruszkiewicz Przemyslaw Rokita Tomasz Trzciñski 116 18 0 09 Dec 2018
Summarizing Videos with Attention Jiri Fajtl Hajar Sadeghi Sokeh Vasileios Argyriou D. Monekosso Paolo Remagnino 90 190 0 05 Dec 2018
Multi-Stream Dynamic Video Summarization Mohamed Elfeki Liqiang Wang Ali Borji EgoV 70 16 0 01 Dec 2018
Discriminative Feature Learning for Unsupervised Video Summarization Yunjae Jung Donghyeon Cho Dahun Kim Sanghyun Woo In So Kweon 68 132 0 24 Nov 2018
Query-Conditioned Three-Player Adversarial Network for Video Summarization Yujia Zhang Michael C. Kampffmeyer Xiaodan Liang Min Tan Eric Xing 54 32 0 17 Jul 2018
Video Summarisation by Classification with Deep Reinforcement Learning Kaiyang Zhou Tao Xiang Andrea Cavallaro OffRL 72 36 0 09 Jul 2018
Video Summarization by Learning from Unpaired Data Mrigank Rochan Yang Wang 89 120 0 30 May 2018
Dilated Temporal Relational Adversarial Network for Generic Video Summarization Yujia Zhang Michael C. Kampffmeyer Xiaodan Liang Dingwen Zhang Min Tan Eric Xing ViT 80 49 0 30 Apr 2018