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2007.08809
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SumGraph: Video Summarization via Recursive Graph Modeling
European Conference on Computer Vision (ECCV), 2020
17 July 2020
Jungin Park
Jiyoung Lee
Ig-Jae Kim
Kwanghoon Sohn
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Papers citing
"SumGraph: Video Summarization via Recursive Graph Modeling"
30 / 30 papers shown
Language-Guided Graph Representation Learning for Video Summarization
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Wenrui Li
Wei Han
Hengyu Man
W. Zuo
Xiaopeng Fan
Yonghong Tian
53
4
0
14 Nov 2025
Language-guided Recursive Spatiotemporal Graph Modeling for Video Summarization
International Journal of Computer Vision (IJCV), 2025
Jungin Park
Jiyoung Lee
Kwanghoon Sohn
181
0
0
06 Sep 2025
Spiking Variational Graph Representation Inference for Video Summarization
IEEE Transactions on Image Processing (IEEE TIP), 2025
Wenrui Li
Wei Han
Liang-Jian Deng
Ruiqin Xiong
Xiaopeng Fan
202
8
0
21 Aug 2025
HierSum: A Global and Local Attention Mechanism for Video Summarization
Apoorva Beedu
Irfan Essa
919
1
0
25 Apr 2025
Which Viewpoint Shows it Best? Language for Weakly Supervising View Selection in Multi-view Instructional Videos
Computer Vision and Pattern Recognition (CVPR), 2024
Sagnik Majumder
Tushar Nagarajan
Ziad Al-Halah
Reina Pradhan
Kristen Grauman
507
0
0
13 Nov 2024
Does SpatioTemporal information benefit Two video summarization benchmarks?
Aashutosh Ganesh
Mirela Popa
Daan Odijk
Nava Tintarev
AI4TS
188
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
464
58
0
18 Apr 2024
VideoSAGE: Video Summarization with Graph Representation Learning
Jose M. Rojas Chaves
Subarna Tripathi
253
11
0
14 Apr 2024
Towards Automated Movie Trailer Generation
Computer Vision and Pattern Recognition (CVPR), 2024
Dawit Mureja Argaw
Mattia Soldan
Alejandro Pardo
Chen Zhao
Fabian Caba Heilbron
Joon Son Chung
Guohao Li
ViT
351
11
0
04 Apr 2024
FastPerson: Enhancing Video Learning through Effective Video Summarization that Preserves Linguistic and Visual Contexts
Kazuki Kawamura
Jun Rekimoto
213
9
0
26 Mar 2024
Knowing Where to Focus: Event-aware Transformer for Video Grounding
IEEE International Conference on Computer Vision (ICCV), 2023
Jinhyun Jang
Jungin Park
Jin-Hwa Kim
Hyeongjun Kwon
Kwanghoon Sohn
369
102
0
14 Aug 2023
MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos
Computer Vision and Pattern Recognition (CVPR), 2023
Jielin Qiu
Jiacheng Zhu
William Jongwon Han
Aditesh Kumar
Karthik Mittal
...
Linjie Li
Jianfeng Wang
Ding Zhao
Bo Li
Lijuan Wang
VGen
281
16
0
07 Jun 2023
Masked Autoencoder for Unsupervised Video Summarization
Minho Shim
Taeoh Kim
Jinhyung Kim
Dongyoon Wee
224
4
0
02 Jun 2023
SELF-VS: Self-supervised Encoding Learning For Video Summarization
Hojjat Mokhtarabadi
Kaveh Bahraman
M. Hosseinzadeh
M. Eftekhari
AI4TS
SSL
ViT
181
2
0
28 Mar 2023
VideoXum: Cross-modal Visual and Textural Summarization of Videos
IEEE transactions on multimedia (IEEE TMM), 2023
Jingyang Lin
Hang Hua
Ming Chen
Yikang Li
Jenhao Hsiao
C. Ho
Jiebo Luo
478
59
0
21 Mar 2023
Align and Attend: Multimodal Summarization with Dual Contrastive Losses
Computer Vision and Pattern Recognition (CVPR), 2023
Bo He
Jun Wang
Jielin Qiu
Trung Bui
Abhinav Shrivastava
Zhaowen Wang
355
116
0
13 Mar 2023
Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Zongshang Pang
Yuta Nakashima
Mayu Otani
Hajime Nagahara
199
17
0
18 Nov 2022
Language-free Training for Zero-shot Video Grounding
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Dahye Kim
Jungin Park
Jiyoung Lee
S. Park
Kwanghoon Sohn
251
33
0
24 Oct 2022
Video Summarization Overview
Foundations and Trends in Computer Graphics and Vision (Found. Trends Comput. Graph. Vis.), 2022
Mayu Otani
Yale Song
Yang Wang
AI4TS
VLM
295
17
0
21 Oct 2022
TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency
European Conference on Computer Vision (ECCV), 2022
Medhini Narasimhan
Arsha Nagrani
Chen Sun
Michael Rubinstein
Trevor Darrell
Anna Rohrbach
Cordelia Schmid
259
44
0
14 Aug 2022
Multimodal Frame-Scoring Transformer for Video Summarization
Jeiyoon Park
Kiho Kwoun
Chanhee Lee
Heuiseok Lim
ViT
339
9
0
05 Jul 2022
MHSCNet: A Multimodal Hierarchical Shot-aware Convolutional Network for Video Summarization
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Wujiang Xu
Bing Han
jeff little Guo
Shaoshuai Li
Qiongxu Ma
Yunan Zhao
Shengting Guo
Yifei Xu
Junchi Yan
206
10
0
18 Apr 2022
Exploring Global Diversity and Local Context for Video Summarization
IEEE Access (IEEE Access), 2022
Yingchao Pan
Ouhan Huang
Qinghao Ye
Zhongjin Li
Wen-Jie Wang
Guodun Li
Yuxing Chen
196
10
0
27 Jan 2022
Progressive Video Summarization via Multimodal Self-supervised Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Haopeng Li
Qiuhong Ke
Mingming Gong
Tom Drummond
AI4TS
423
38
0
07 Jan 2022
Video Joint Modelling Based on Hierarchical Transformer for Co-summarization
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Haopeng Li
Qiuhong Ke
Mingming Gong
Zhang Rui
ViT
254
47
0
27 Dec 2021
IntentVizor: Towards Generic Query Guided Interactive Video Summarization
Guande Wu
Jianzhe Lin
Claudio T. Silva
264
37
0
30 Sep 2021
ERA: Entity Relationship Aware Video Summarization with Wasserstein GAN
British Machine Vision Conference (BMVC), 2021
Guande Wu
Jianzhe Lin
Claudio T. Silva
AI4TS
208
10
0
06 Sep 2021
CLIP-It! Language-Guided Video Summarization
Medhini Narasimhan
Anna Rohrbach
Trevor Darrell
CLIP
614
166
0
01 Jul 2021
Looking into Your Speech: Learning Cross-modal Affinity for Audio-visual Speech Separation
Computer Vision and Pattern Recognition (CVPR), 2021
Jiyoung Lee
Soo-Whan Chung
Sunok Kim
Hong-Goo Kang
Kwanghoon Sohn
216
62
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
375
78
0
27 Feb 2021
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