SumGraph: Video Summarization via Recursive Graph Modeling

17 July 2020

Papers citing "SumGraph: Video Summarization via Recursive Graph Modeling"

27 / 27 papers shown

Title
HierSum: A Global and Local Attention Mechanism for Video Summarization Apoorva Beedu Irfan Essa 69 0 0 25 Apr 2025
Which Viewpoint Shows it Best? Language for Weakly Supervising View Selection in Multi-view Instructional Videos Sagnik Majumder Tushar Nagarajan Ziad Al-Halah Reina Pradhan Kristen Grauman 31 1 0 13 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
V2Xum-LLM: Cross-Modal Video Summarization with Temporal Prompt Instruction Tuning Hang Hua Yunlong Tang Chenliang Xu Jiebo Luo VGen 62 25 0 18 Apr 2024
VideoSAGE: Video Summarization with Graph Representation Learning Jose M. Rojas Chaves Subarna Tripathi 26 3 0 14 Apr 2024
Towards Automated Movie Trailer Generation Dawit Mureja Argaw Mattia Soldan Alejandro Pardo Chen Zhao Fabian Caba Heilbron Joon Son Chung Bernard Ghanem ViT 32 4 0 04 Apr 2024
FastPerson: Enhancing Video Learning through Effective Video Summarization that Preserves Linguistic and Visual Contexts Kazuki Kawamura Jun Rekimoto 27 3 0 26 Mar 2024
Knowing Where to Focus: Event-aware Transformer for Video Grounding Jinhyun Jang Jungin Park Jin-Hwa Kim Hyeongjun Kwon K. Sohn 24 49 0 14 Aug 2023
MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos Jielin Qiu Jiacheng Zhu William Jongwon Han Aditesh Kumar Karthik Mittal ... Linjie Li Jianfeng Wang Ding Zhao Bo Li Lijuan Wang VGen 14 5 0 07 Jun 2023
Masked Autoencoder for Unsupervised Video Summarization Minho Shim Taeoh Kim Jinhyung Kim Dongyoon Wee 23 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
Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization Zongshang Pang Yuta Nakashima Mayu Otani Hajime Nagahara 23 6 0 18 Nov 2022
Language-free Training for Zero-shot Video Grounding Dahye Kim Jungin Park Jiyoung Lee S. Park K. Sohn 28 20 0 24 Oct 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
Exploring Global Diversity and Local Context for Video Summarization Yingchao Pan Ouhan Huang Qinghao Ye Zhongjin Li Wen-Jie Wang Guodun Li Yuxing Chen 26 7 0 27 Jan 2022
Progressive Video Summarization via Multimodal Self-supervised Learning Haopeng Li Qiuhong Ke Mingming Gong Tom Drummond AI4TS 31 18 0 07 Jan 2022
Video Joint Modelling Based on Hierarchical Transformer for Co-summarization Haopeng Li Qiuhong Ke Mingming Gong Zhang Rui ViT 26 22 0 27 Dec 2021
IntentVizor: Towards Generic Query Guided Interactive Video Summarization Guande Wu Jianzhe Lin Claudio T. Silva 40 24 0 30 Sep 2021
ERA: Entity Relationship Aware Video Summarization with Wasserstein GAN Guande Wu Jianzhe Lin Claudio T. Silva AI4TS 8 8 0 06 Sep 2021
CLIP-It! Language-Guided Video Summarization Medhini Narasimhan Anna Rohrbach Trevor Darrell CLIP 15 113 0 01 Jul 2021
Looking into Your Speech: Learning Cross-modal Affinity for Audio-visual Speech Separation Jiyoung Lee Soo-Whan Chung Sunok Kim Hong-Goo Kang K. Sohn 4 51 0 25 Mar 2021
RA-GCN: Graph Convolutional Network for Disease Prediction Problems with Imbalanced Data Mahsa Ghorbani Anees Kazi M. Baghshah Hamid R. Rabiee Nassir Navab 19 72 0 27 Feb 2021