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Summarizing Videos with Attention
5 December 2018
Jiri Fajtl
Hajar Sadeghi Sokeh
Vasileios Argyriou
D. Monekosso
Paolo Remagnino
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Papers citing
"Summarizing Videos with Attention"
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SummDiff: Generative Modeling of Video Summarization with Diffusion
Kwanseok Kim
Jaehoon Hahm
Sumin Kim
Jinhwan Sul
Byunghak Kim
Joonseok Lee
DiffM
VGen
67
1
0
09 Oct 2025
Efficient Retail Video Annotation: A Robust Key Frame Generation Approach for Product and Customer Interaction Analysis
Varun Mannam
Zhenyu Shi
322
0
0
17 Jun 2025
MF2Summ: Multimodal Fusion for Video Summarization with Temporal Alignment
Shuo wang
Jihao Zhang
259
3
0
12 Jun 2025
Early Exit and Multi Stage Knowledge Distillation in VLMs for Video Summarization
Anas Anwarul Haq Khan
Utkarsh Verma
Prateek Chanda
VLM
422
0
0
30 Apr 2025
HierSum: A Global and Local Attention Mechanism for Video Summarization
Apoorva Beedu
Irfan Essa
928
1
0
25 Apr 2025
Video Summarization with Large Language Models
Computer Vision and Pattern Recognition (CVPR), 2025
Min Jung Lee
Dayoung Gong
Minsu Cho
342
16
0
15 Apr 2025
Does SpatioTemporal information benefit Two video summarization benchmarks?
Aashutosh Ganesh
Mirela Popa
Daan Odijk
Nava Tintarev
AI4TS
190
0
0
04 Oct 2024
UBiSS: A Unified Framework for Bimodal Semantic Summarization of Videos
Yuting Mei
Linli Yao
Qin Jin
255
3
0
24 Jun 2024
Harnessing Business and Media Insights with Large Language Models
Yujia Bao
Ankit Parag Shah
Neeru Narang
Jonathan Rivers
Rajeev Maksey
...
Gyuhak Kim
Dengpan Yin
Don Hejna
Mo Nomeli
Wei Wei
AIFin
274
6
0
02 Jun 2024
CSTA: CNN-based Spatiotemporal Attention for Video Summarization
Jaewon Son
Jaehun Park
Kwangsu Kim
AI4TS
ViT
395
28
0
20 May 2024
An Integrated Framework for Multi-Granular Explanation of Video Summarization
Frontiers in Signal Processing (FSP), 2024
K. Tsigos
Evlampios Apostolidis
Vasileios Mezaris
259
2
0
16 May 2024
V2Xum-LLM: Cross-Modal Video Summarization with Temporal Prompt Instruction Tuning
Hang Hua
Yunlong Tang
Chenliang Xu
Jiebo Luo
VGen
487
61
0
18 Apr 2024
VideoSAGE: Video Summarization with Graph Representation Learning
Jose M. Rojas Chaves
Subarna Tripathi
256
11
0
14 Apr 2024
Cluster-based Video Summarization with Temporal Context Awareness
Hai-Dang Huynh-Lam
Ngoc-Phuong Ho-Thi
Minh-Triet Tran
Trung-Truc Huynh-Le
173
7
0
06 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
352
12
0
04 Apr 2024
Find the Cliffhanger: Multi-Modal Trailerness in Soap Operas
Conference on Multimedia Modeling (MMM), 2024
Carlo Bretti
Pascal Mettes
Hendrik Vincent Koops
Daan Odijk
Nanne van Noord
340
5
0
29 Jan 2024
Scene Summarization: Clustering Scene Videos into Spatially Diverse Frames
Chao-Yeh Chen
Mingzhi Zhu
Ankush Pratap Singh
Yu Yan
Felix Juefei Xu
Chen Feng
433
1
0
28 Nov 2023
Conditional Modeling Based Automatic Video Summarization
Jia-Hong Huang
Chao-Han Huck Yang
Pin-Yu Chen
Min-Hung Chen
Marcel Worring
VGen
295
7
0
20 Nov 2023
Can we predict the Most Replayed data of video streaming platforms?
Alessandro Duico
Ombretta Strafforello
Jan van Gemert
273
3
0
12 Sep 2023
EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone
IEEE International Conference on Computer Vision (ICCV), 2023
Shraman Pramanick
Yale Song
Sayan Nag
Kevin Qinghong Lin
Hardik Shah
Mike Zheng Shou
Ramalingam Chellappa
Pengchuan Zhang
VLM
440
149
0
11 Jul 2023
Masked Autoencoder for Unsupervised Video Summarization
Minho Shim
Taeoh Kim
Jinhyung Kim
Dongyoon Wee
228
4
0
02 Jun 2023
Causalainer: Causal Explainer for Automatic Video Summarization
Jia-Hong Huang
Chao-Han Huck Yang
Pin-Yu Chen
Min-Hung Chen
Marcel Worring
CML
VGen
347
15
0
30 Apr 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
372
116
0
13 Mar 2023
ANSEL Photobot: A Robot Event Photographer with Semantic Intelligence
IEEE International Conference on Robotics and Automation (ICRA), 2023
D. Rivkin
Gregory Dudek
Nikhil Kakodkar
David Meger
Oliver Limoyo
Xue Liu
F. Hogan
LM&Ro
209
6
0
15 Feb 2023
Learning to Summarize Videos by Contrasting Clips
Ivan Sosnovik
A. Moskalev
Cees Kaandorp
A. Smeulders
343
1
0
12 Jan 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
201
17
0
18 Nov 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
296
18
0
21 Oct 2022
Multi-modal Segment Assemblage Network for Ad Video Editing with Importance-Coherence Reward
Asian Conference on Computer Vision (ACCV), 2022
Yunlong Tang
Siting Xu
Teng Wang
Qin Lin
Qinglin Lu
Feng Zheng
VOS
313
14
0
25 Sep 2022
Exploring Domain Incremental Video Highlights Detection with the LiveFood Benchmark
AAAI Conference on Artificial Intelligence (AAAI), 2022
Sen Pei
Shixiong Xu
Xiaojie Jin
338
1
0
12 Sep 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
272
44
0
14 Aug 2022
Multimodal Frame-Scoring Transformer for Video Summarization
Jeiyoon Park
Kiho Kwoun
Chanhee Lee
Heuiseok Lim
ViT
340
9
0
05 Jul 2022
VRAG: Region Attention Graphs for Content-Based Video Retrieval
K. Ng
Ser-Nam Lim
G. Lee
174
4
0
18 May 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
224
12
0
18 Apr 2022
A General Survey on Attention Mechanisms in Deep Learning
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Gianni Brauwers
Flavius Frasincar
262
565
0
27 Mar 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
11
0
27 Jan 2022
LTC-SUM: Lightweight Client-driven Personalized Video Summarization Framework Using 2D CNN
IEEE Access (IEEE Access), 2022
Ghulam Mujtaba
A. Malik
Eun‐Seok Ryu
289
21
0
22 Jan 2022
Video Transformers: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Javier Selva
A. S. Johansen
Sergio Escalera
Kamal Nasrollahi
T. Moeslund
Albert Clapés
ViT
596
161
0
16 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
431
39
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
255
47
0
27 Dec 2021
IntentVizor: Towards Generic Query Guided Interactive Video Summarization
Guande Wu
Jianzhe Lin
Claudio T. Silva
281
37
0
30 Sep 2021
A Stacking Ensemble Approach for Supervised Video Summarization
International Conference on Video, Signal and Image Processing (VSIP), 2021
Yubo An
Shenghui Zhao
Guoqiang Zhang
262
0
0
26 Sep 2021
Hierarchical Multimodal Transformer to Summarize Videos
Bin Zhao
Maoguo Gong
Xuelong Li
ViT
187
86
0
22 Sep 2021
Use of Affective Visual Information for Summarization of Human-Centric Videos
IEEE Transactions on Affective Computing (TAC), 2021
Berkay Köprü
E. Erzin
AI4TS
319
8
0
08 Jul 2021
CLIP-It! Language-Guided Video Summarization
Medhini Narasimhan
Anna Rohrbach
Trevor Darrell
CLIP
615
170
0
01 Jul 2021
Unsupervised Video Summarization with a Convolutional Attentive Adversarial Network
Guoqiang Liang
Yanbing Lv
Shucheng Li
Shizhou Zhang
Yanning Zhang
GAN
170
11
0
24 May 2021
AudioVisual Video Summarization
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Bin Zhao
Maoguo Gong
Xuelong Li
177
36
0
17 May 2021
Reconstructive Sequence-Graph Network for Video Summarization
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Bin Zhao
Haopeng Li
Xiaoqiang Lu
Xuelong Li
376
137
0
10 May 2021
TRECVID 2020: A comprehensive campaign for evaluating video retrieval tasks across multiple application domains
TREC Video Retrieval Evaluation (TRECVID), 2021
G. Awad
A. Butt
Keith Curtis
Jonathan G. Fiscus
A. Godil
...
Alan F. Smeaton
Yvette Graham
Gareth J. F. Jones
Wessel Kraaij
Georges Quénot
168
73
0
27 Apr 2021
Supervised Video Summarization via Multiple Feature Sets with Parallel Attention
IEEE International Conference on Multimedia and Expo (ICME), 2021
J. Ghauri
Sherzod Hakimov
Ralph Ewerth
240
66
0
23 Apr 2021
Learning Discriminative Prototypes with Dynamic Time Warping
Computer Vision and Pattern Recognition (CVPR), 2021
Xiaobin Chang
Frederick Tung
Greg Mori
AI4TS
257
40
0
17 Mar 2021
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