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Self-Supervised Video Representation Learning with Meta-Contrastive Network

19 August 2021

Papers citing "Self-Supervised Video Representation Learning with Meta-Contrastive Network"

28 / 28 papers shown

Title
MESH -- Understanding Videos Like Human: Measuring Hallucinations in Large Video Models Garry Yang Zizhe Chen Man Hon Wong Haoyu Lei Yongqiang Chen Zhenguo Li Kaiwen Zhou James Cheng 135 0 0 10 Sep 2025
Harnessing Meta-Learning for Controllable Full-Frame Video Stabilization M. K. Ali Eun Woo Im Dongjin Kim Tae Hyun Kim Vivek Gupta Haonan Luo Tianrui Li 84 1 0 26 Aug 2025
SEVERE++: Evaluating Benchmark Sensitivity in Generalization of Video Representation Learning Fida Mohammad Thoker Letian Jiang Chen Zhao Piyush Bagad Hazel Doughty Bernard Ghanem Cees G. M. Snoek ViT SSL 283 0 0 08 Apr 2025
Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing Kenneth Stewart Michael Neumeier Sumit Bam Shrestha Garrick Orchard Emre Neftci 169 0 0 28 Aug 2024
Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception Shuangpeng Han Ziyu Wang Mengmi Zhang 245 1 0 26 May 2024
Harnessing Meta-Learning for Improving Full-Frame Video Stabilization M. K. Ali Eun Woo Im Dongjin Kim Tae Hyun Kim 241 6 0 06 Mar 2024
Collaboratively Self-supervised Video Representation Learning for Action RecognitionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024 Jie Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 339 2 0 15 Jan 2024
Text-Driven Image Editing via Learnable RegionsComputer Vision and Pattern Recognition (CVPR), 2023 Yuanze Lin Yi-Wen Chen Yi-Hsuan Tsai Lu Jiang Ming-Hsuan Yang DiffM 231 36 0 28 Nov 2023
Language-based Action Concept Spaces Improve Video Self-Supervised LearningNeural Information Processing Systems (NeurIPS), 2023 Kanchana Ranasinghe Michael S. Ryoo SSL VLM 390 15 0 20 Jul 2023
Tubelet-Contrastive Self-Supervision for Video-Efficient GeneralizationIEEE International Conference on Computer Vision (ICCV), 2023 Fida Mohammad Thoker Hazel Doughty Cees G. M. Snoek ViT 276 12 0 20 Mar 2023
Online Continual Learning via the Knowledge Invariant and Spread-out PropertiesExpert systems with applications (ESWA), 2022 Ya-nan Han Jian Liu CLL 167 9 0 02 Feb 2023
A Survey on Self-supervised Learning: Algorithms, Applications, and Future TrendsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Jie Gui Tuo Chen Jing Zhang Qiong Cao Zhe Sun Haoran Luo Dacheng Tao 500 329 0 13 Jan 2023
SMAUG: Sparse Masked Autoencoder for Efficient Video-Language Pre-trainingIEEE International Conference on Computer Vision (ICCV), 2022 Yuanze Lin Chen Wei Huiyu Wang Alan Yuille Cihang Xie 3DGS 264 17 0 21 Nov 2022
It Takes Two: Masked Appearance-Motion Modeling for Self-supervised Video Transformer Pre-training Yuxin Song Min Yang Wenhao Wu Dongliang He Fu Li Jingdong Wang ViT 235 11 0 11 Oct 2022
Learning Transferable Spatiotemporal Representations from Natural Script KnowledgeComputer Vision and Pattern Recognition (CVPR), 2022 Ziyun Zeng Yuying Ge Xihui Liu Bin Chen Ping Luo Shutao Xia Yixiao Ge AI4TS 169 9 0 30 Sep 2022
Online Continual Learning via the Meta-learning Update with Multi-scale Knowledge Distillation and Data AugmentationEngineering applications of artificial intelligence (EAAI), 2022 Ya-nan Han Jian Liu KELM CLL 200 12 0 12 Sep 2022
Motion Sensitive Contrastive Learning for Self-supervised Video RepresentationEuropean Conference on Computer Vision (ECCV), 2022 Jingcheng Ni Nana Zhou Jie Qin Qianrun Wu Junqi Liu Boxun Li Di Huang SSL 176 20 0 12 Aug 2022
GOCA: Guided Online Cluster Assignment for Self-Supervised Video Representation LearningEuropean Conference on Computer Vision (ECCV), 2022 Huseyin Coskun Alireza Zareian Joshua L. Moore F. Tombari Chen Wang SSL 169 3 0 20 Jul 2022
Bi-Calibration Networks for Weakly-Supervised Video Representation LearningInternational Journal of Computer Vision (IJCV), 2022 Fuchen Long Ting Yao Zhaofan Qiu Xinmei Tian Jiebo Luo Tao Mei 198 8 0 21 Jun 2022
iBoot: Image-bootstrapped Self-Supervised Video Representation Learning F. Saleh Fuwen Tan Adrian Bulat Georgios Tzimiropoulos Brais Martínez SSL 235 1 0 16 Jun 2022
Robust Cross-Modal Representation Learning with Progressive Self-DistillationComputer Vision and Pattern Recognition (CVPR), 2022 A. Andonian Shixing Chen Raffay Hamid VLM 233 65 0 10 Apr 2022
Probabilistic Representations for Video Contrastive LearningComputer Vision and Pattern Recognition (CVPR), 2022 Jungin Park Jiyoung Lee Ig-Jae Kim Kwanghoon Sohn SSL 252 53 0 08 Apr 2022
How Severe is Benchmark-Sensitivity in Video Self-Supervised Learning?European Conference on Computer Vision (ECCV), 2022 Fida Mohammad Thoker Hazel Doughty Piyush Bagad Cees G. M. Snoek SSL 170 21 0 27 Mar 2022
Self-supervised Video Representation Learning with Cascade Positive Retrieval Cheng-En Wu Farley Lai Yujie Hu Asim Kadav SSL AI4TS 289 4 0 20 Jan 2022
Auxiliary Learning for Self-Supervised Video Representation via Similarity-based Knowledge Distillation Amirhossein Dadashzadeh Alan Whone Majid Mirmehdi SSL 286 5 0 07 Dec 2021
Self-supervised Video Transformer Kanchana Ranasinghe Muzammal Naseer Salman Khan Fahad Shahbaz Khan Michael S. Ryoo ViT 304 106 0 02 Dec 2021
Learning to Align Sequential Actions in the Wild Weizhe Liu Bugra Tekin Huseyin Coskun Vibhav Vineet Pascal Fua Marc Pollefeys 168 32 0 17 Nov 2021
Self-supervised Video Representation Learning Using Inter-intra Contrastive FrameworkACM Multimedia (ACM MM), 2020 Li Tao Xueting Wang T. Yamasaki SSL 259 114 0 06 Aug 2020