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2002.12177
Cited By
Evolving Losses for Unsupervised Video Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2020
26 February 2020
A. Piergiovanni
A. Angelova
Michael S. Ryoo
SSL
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Papers citing
"Evolving Losses for Unsupervised Video Representation Learning"
50 / 95 papers shown
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Kushani De Silva
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Evolutionary Machine Learning meets Self-Supervised Learning: a comprehensive survey
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SEVERE++: Evaluating Benchmark Sensitivity in Generalization of Video Representation Learning
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Letian Jiang
Chen Zhao
Piyush Bagad
Hazel Doughty
Bernard Ghanem
Cees G. M. Snoek
ViT
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429
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SMILE: Infusing Spatial and Motion Semantics in Masked Video Learning
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Fida Mohammad Thoker
Letian Jiang
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Bernard Ghanem
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Towards evolution of Deep Neural Networks through contrastive Self-Supervised learning
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João Correia
Penousal Machado
SSL
199
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Labeling Comic Mischief Content in Online Videos with a Multimodal Hierarchical-Cross-Attention Model
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Mahsa Shafaei
Yigeng Zhang
Hugo Jair Escalante
Thamar Solorio
258
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12 Jun 2024
Learning text-to-video retrieval from image captioning
Lucas Ventura
Cordelia Schmid
Gül Varol
3DV
421
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Collaboratively Self-supervised Video Representation Learning for Action Recognition
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Zhifan Wan
Lanqing Hu
Stephen Lin
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516
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Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders
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Srijan Das
Tanmay Jain
Dominick Reilly
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Soumyajit Karmakar
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Xiang Li
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Michael S. Ryoo
391
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31 Oct 2023
Video Timeline Modeling For News Story Understanding
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Ruotong Wang
Jialu Liu
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Zheyun Feng
Boqing Gong
243
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TMac: Temporal Multi-Modal Graph Learning for Acoustic Event Classification
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Meng Liu
K. Liang
Dayu Hu
Hao Yu
Yue Liu
Lingyuan Meng
Wenxuan Tu
Sihang Zhou
Xinwang Liu
345
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21 Sep 2023
AV-MaskEnhancer: Enhancing Video Representations through Audio-Visual Masked Autoencoder
IEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2023
Xingjian Diao
Ming Cheng
Shitong Cheng
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345
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15 Sep 2023
Language-based Action Concept Spaces Improve Video Self-Supervised Learning
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Kanchana Ranasinghe
Michael S. Ryoo
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Focalized Contrastive View-invariant Learning for Self-supervised Skeleton-based Action Recognition
Neurocomputing (Neurocomputing), 2023
Qianhui Men
Edmond S. L. Ho
Hubert P. H. Shum
Howard Leung
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295
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03 Apr 2023
VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking
Computer Vision and Pattern Recognition (CVPR), 2023
Limin Wang
Bingkun Huang
Zhiyu Zhao
Zhan Tong
Yinan He
Yi Wang
Yali Wang
Yu Qiao
VGen
511
623
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29 Mar 2023
Language-Guided Audio-Visual Source Separation via Trimodal Consistency
Computer Vision and Pattern Recognition (CVPR), 2023
Reuben Tan
Arijit Ray
Andrea Burns
Bryan A. Plummer
Justin Salamon
Oriol Nieto
Bryan C. Russell
Kate Saenko
280
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28 Mar 2023
Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding
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Yuanhao Xiong
Long Zhao
Boqing Gong
Ming-Hsuan Yang
Florian Schroff
Ting Liu
Cho-Jui Hsieh
Liangzhe Yuan
VLM
352
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28 Mar 2023
Self-Supervised Representation Learning from Temporal Ordering of Automated Driving Sequences
IEEE Robotics and Automation Letters (RA-L), 2023
Christopher Lang
Alexander Braun
Lars Schillingmann
Karsten Haug
Abhinav Valada
SSL
376
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17 Feb 2023
A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Jie Gui
Tuo Chen
Jing Zhang
Qiong Cao
Zhe Sun
Haoran Luo
Dacheng Tao
654
460
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13 Jan 2023
Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning
Machine Vision and Applications (MVA), 2022
J. Denize
Jaonary Rabarisoa
Astrid Orcesi
Romain Hérault
SSL
302
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21 Dec 2022
XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning
AAAI Conference on Artificial Intelligence (AAAI), 2022
Pritam Sarkar
Ali Etemad
480
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25 Nov 2022
EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens
International Conference on Machine Learning (ICML), 2022
Sun-Kyoo Hwang
Jaehong Yoon
Youngwan Lee
Sung Ju Hwang
463
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Learning State-Aware Visual Representations from Audible Interactions
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Himangi Mittal
Pedro Morgado
Unnat Jain
Abhinav Gupta
321
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ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization
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Alina Roitberg
David Schneider
Rainer Stiefelhagen
353
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Static and Dynamic Concepts for Self-supervised Video Representation Learning
European Conference on Computer Vision (ECCV), 2022
Rui Qian
Shuangrui Ding
Xian Liu
Dahua Lin
SSL
279
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26 Jul 2022
LAVA: Language Audio Vision Alignment for Contrastive Video Pre-Training
Sumanth Gurram
An Fang
David M. Chan
John F. Canny
VLM
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334
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Federated Self-supervised Learning for Video Understanding
European Conference on Computer Vision (ECCV), 2022
Yasar Abbas Ur Rehman
Yan Gao
Jiajun Shen
Pedro Porto Buarque de Gusmão
Nicholas D. Lane
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288
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iBoot: Image-bootstrapped Self-Supervised Video Representation Learning
F. Saleh
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Adrian Bulat
Georgios Tzimiropoulos
Brais Martínez
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367
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Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data
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Hao Xue
Aaqib Saeed
Jiayuan He
Daniel V. Smith
Flora D. Salim
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294
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Multimodal Conversational AI: A Survey of Datasets and Approaches
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Larry Heck
186
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13 May 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities
ACM Computing Surveys (ACM CSUR), 2022
Yisheng Song
Ting-Yuan Wang
S. Mondal
J. P. Sahoo
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476
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13 May 2022
On Negative Sampling for Audio-Visual Contrastive Learning from Movies
Mahdi M. Kalayeh
Shervin Ardeshir
Lingyi Liu
Nagendra Kamath
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213
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MILES: Visual BERT Pre-training with Injected Language Semantics for Video-text Retrieval
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Yuying Ge
Yixiao Ge
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Alex Jinpeng Wang
Jianping Wu
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A Survey of Video-based Action Quality Assessment
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166
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Robust Cross-Modal Representation Learning with Progressive Self-Distillation
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How Severe is Benchmark-Sensitivity in Video Self-Supervised Learning?
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Auxiliary Cross-Modal Representation Learning with Triplet Loss Functions for Online Handwriting Recognition
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