Rethinking the Evaluation of Video Summaries

27 March 2019

Esa Rahtu

Papers citing "Rethinking the Evaluation of Video Summaries"

50 / 52 papers shown

Title
SD-VSum: A Method and Dataset for Script-Driven Video Summarization Manolis Mylonas Evlampios Apostolidis Vasileios Mezaris 35 0 0 06 May 2025
Early Exit and Multi Stage Knowledge Distillation in VLMs for Video Summarization Anas Anwarul Haq Khan Utkarsh Verma Prateek Chanda Ganesh Ramakrishnan VLM 53 0 0 30 Apr 2025
Video Summarization with Large Language Models Min Jung Lee Dayoung Gong Minsu Cho 31 0 0 15 Apr 2025
Measure Twice, Cut Once: Grasping Video Structures and Event Semantics with LLMs for Video Temporal Localization Zongshang Pang Mayu Otani Yuta Nakashima 58 0 0 12 Mar 2025
A multi-purpose automatic editing system based on lecture semantics for remote education Panwen Hu Rui Huang 31 0 0 07 Nov 2024
Does SpatioTemporal information benefit Two video summarization benchmarks? Aashutosh Ganesh Mirela Popa Daan Odijk Nava Tintarev AI4TS 27 0 0 04 Oct 2024
Unsupervised Video Summarization via Reinforcement Learning and a Trained Evaluator Mehryar Abbasi Hadi Hadizadeh Parvaneh Saeedi 27 0 0 05 Jul 2024
UBiSS: A Unified Framework for Bimodal Semantic Summarization of Videos Yuting Mei Linli Yao Qin Jin 42 1 0 24 Jun 2024
CSTA: CNN-based Spatiotemporal Attention for Video Summarization Jaewon Son Jaehun Park Kwangsu Kim AI4TS ViT 39 8 0 20 May 2024
"Previously on ..." From Recaps to Story Summarization Aditya Kumar Singh Dhruv Srivastava Makarand Tapaswi 50 0 0 19 May 2024
Language-Guided Self-Supervised Video Summarization Using Text Semantic Matching Considering the Diversity of the Video Tomoya Sugihara Shuntaro Masuda Ling Xiao Toshihiko Yamasaki 46 3 0 14 May 2024
V2Xum-LLM: Cross-Modal Video Summarization with Temporal Prompt Instruction Tuning Hang Hua Yunlong Tang Chenliang Xu Jiebo Luo VGen 68 25 0 18 Apr 2024
VideoSAGE: Video Summarization with Graph Representation Learning Jose M. Rojas Chaves Subarna Tripathi 31 3 0 14 Apr 2024
Scaling Up Video Summarization Pretraining with Large Language Models Dawit Mureja Argaw Seunghyun Yoon Fabian Caba Heilbron Hanieh Deilamsalehy Trung Bui Zhaowen Wang Franck Dernoncourt Joon Son Chung 43 9 0 04 Apr 2024
Masked Autoencoder for Unsupervised Video Summarization Minho Shim Taeoh Kim Jinhyung Kim Dongyoon Wee 28 1 0 02 Jun 2023
SELF-VS: Self-supervised Encoding Learning For Video Summarization Hojjat Mokhtarabadi Kaveh Bahraman M. Hosseinzadeh M. Eftekhari AI4TS SSL ViT 25 0 0 28 Mar 2023
VideoXum: Cross-modal Visual and Textural Summarization of Videos Jingyang Lin Hang Hua Ming Chen Yikang Li Jenhao Hsiao C. Ho Jiebo Luo 28 30 0 21 Mar 2023
Align and Attend: Multimodal Summarization with Dual Contrastive Losses Bo He Jun Wang Jielin Qiu Trung Bui Abhinav Shrivastava Zhaowen Wang 22 65 0 13 Mar 2023
Learning to Summarize Videos by Contrasting Clips Ivan Sosnovik A. Moskalev Cees Kaandorp A. Smeulders 9 0 0 12 Jan 2023
Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization Zongshang Pang Yuta Nakashima Mayu Otani Hajime Nagahara 25 6 0 18 Nov 2022
Video Summarization Overview Mayu Otani Yale Song Yang Wang AI4TS VLM 24 10 0 21 Oct 2022
TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency Medhini Narasimhan Arsha Nagrani Chen Sun Michael Rubinstein Trevor Darrell Anna Rohrbach Cordelia Schmid 20 34 0 14 Aug 2022
Multimodal Frame-Scoring Transformer for Video Summarization Jeiyoon Park Kiho Kwoun Chanhee Lee Heuiseok Lim ViT 30 6 0 05 Jul 2022
MHSCNet: A Multimodal Hierarchical Shot-aware Convolutional Network for Video Summarization Wujiang Xu Bing Han jeff little Guo Shaoshuai Li Qiongxu Ma Yunan Zhao Shengting Guo Yifei Xu Junchi Yan 17 8 0 18 Apr 2022
Learning Pixel-Level Distinctions for Video Highlight Detection Fanyue Wei Biao Wang T. Ge Yuning Jiang Wen Li Lixin Duan 11 19 0 10 Apr 2022
Exploring Global Diversity and Local Context for Video Summarization Yingchao Pan Ouhan Huang Qinghao Ye Zhongjin Li Wen-Jie Wang Guodun Li Yuxing Chen 34 7 0 27 Jan 2022
Progressive Video Summarization via Multimodal Self-supervised Learning Haopeng Li Qiuhong Ke Mingming Gong Tom Drummond AI4TS 39 18 0 07 Jan 2022
Video Joint Modelling Based on Hierarchical Transformer for Co-summarization Haopeng Li Qiuhong Ke Mingming Gong Zhang Rui ViT 34 22 0 27 Dec 2021
Hierarchical Multimodal Transformer to Summarize Videos Bin Zhao Maoguo Gong Xuelong Li ViT 30 55 0 22 Sep 2021
Learning to Cut by Watching Movies Alejandro Pardo Fabian Caba Heilbron Juan Carlos León Alcázar Ali K. Thabet Guohao Li VGen 58 20 0 09 Aug 2021
Scaling New Peaks: A Viewership-centric Approach to Automated Content Curation S. Majumdar Deirdre Paul Eric Zavesky 9 0 0 09 Aug 2021
Transcript to Video: Efficient Clip Sequencing from Texts Yu Xiong Fabian Caba Heilbron Dahua Lin CLIP 25 10 0 25 Jul 2021
Use of Affective Visual Information for Summarization of Human-Centric Videos Berkay Köprü E. Erzin AI4TS 22 6 0 08 Jul 2021
CLIP-It! Language-Guided Video Summarization Medhini Narasimhan Anna Rohrbach Trevor Darrell CLIP 17 113 0 01 Jul 2021
Video Summarization through Reinforcement Learning with a 3D Spatio-Temporal U-Net Tianrui Liu Qingjie Meng Jun-Jie Huang Athanasios Vlontzos Daniel Rueckert Bernhard Kainz OffRL AI4TS 19 70 0 19 Jun 2021
Unsupervised Video Summarization with a Convolutional Attentive Adversarial Network Guoqiang Liang Yanbing Lv Shucheng Li Shizhou Zhang Yanning Zhang GAN 11 9 0 24 May 2021
AudioVisual Video Summarization Bin Zhao Maoguo Gong Xuelong Li 11 24 0 17 May 2021
DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization Safa Messaoud Ismini Lourentzou Assma Boughoula Mona Zehni Zhizhen Zhao Chengxiang Zhai A. Schwing 9 10 0 13 May 2021
Reconstructive Sequence-Graph Network for Video Summarization Bin Zhao Haopeng Li Xiaoqiang Lu Xuelong Li 18 101 0 10 May 2021
Supervised Video Summarization via Multiple Feature Sets with Parallel Attention J. Ghauri Sherzod Hakimov Ralph Ewerth 11 45 0 23 Apr 2021
How Good is a Video Summary? A New Benchmarking Dataset and Evaluation Framework Towards Realistic Video Summarization Vishal Kaushal Suraj Kothawade Anshul Tomar Rishabh K. Iyer Ganesh Ramakrishnan 24 6 0 26 Jan 2021
Video Summarization Using Deep Neural Networks: A Survey Evlampios Apostolidis E. Adamantidou Alexandros I. Metsai Vasileios Mezaris Ioannis Patras AI4TS 66 201 0 15 Jan 2021
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 25 115 0 16 Dec 2020
Query Twice: Dual Mixture Attention Meta Learning for Video Summarization Junyan Wang Yang Bai Yang Long Bingzhang Hu Z. Chai Yu Guan Xiaolin K. Wei EgoV 13 15 0 19 Aug 2020
Realistic Video Summarization through VISIOCITY: A New Benchmark and Evaluation Framework Vishal Kaushal Suraj Kothawade Rishabh K. Iyer Ganesh Ramakrishnan 29 12 0 29 Jul 2020
SumGraph: Video Summarization via Recursive Graph Modeling Jungin Park Jiyoung Lee Ig-Jae Kim Kwanghoon Sohn 27 53 0 17 Jul 2020
Estimating Blink Probability for Highlight Detection in Figure Skating Videos T. Nakano Atsuya Sakata Akihiro Kishimoto 15 6 0 02 Jul 2020
Transforming Multi-Concept Attention into Video Summarization Yen-Ting Liu Yu-Jhe Li Y. Wang 16 19 0 02 Jun 2020
Weakly Supervised Video Summarization by Hierarchical Reinforcement Learning Yiyan Chen Li Tao Xueting Wang T. Yamasaki OffRL 19 53 0 12 Jan 2020
ILS-SUMM: Iterated Local Search for Unsupervised Video Summarization Yair Shemer Daniel Rotman N. Shimkin 18 15 0 08 Dec 2019