Exploring Temporal Granularity in Self-Supervised Video Representation
Learning

Exploring Temporal Granularity in Self-Supervised Video Representation Learning

8 December 2021

Matthew A. Brown

Serge J. Belongie

Ming-Hsuan Yang

Papers citing "Exploring Temporal Granularity in Self-Supervised Video Representation Learning"

15 / 15 papers shown

Title
What's in the Flow? Exploiting Temporal Motion Cues for Unsupervised Generic Event Boundary Detection Sourabh Vasant Gothe Vibhav Agarwal Sourav Ghosh Jayesh Rajkumar Vachhani Pranay Kashyap Barath Raj Kandur 20 2 0 15 Feb 2024
Exploring Time Granularity on Temporal Graphs for Dynamic Link Prediction in Real-world Networks Xiangjian Jiang Yanyi Pu AI4TS AI4CE 21 2 0 21 Nov 2023
Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding Yuanhao Xiong Long Zhao Boqing Gong Ming-Hsuan Yang Florian Schroff Ting Liu Cho-Jui Hsieh Liangzhe Yuan VLM 21 0 0 28 Mar 2023
Motion Aware Self-Supervision for Generic Event Boundary Detection Ayush Rai Tarun Krishna J. Dietlmeier Kevin McGuinness A. Smeaton Noel E. O'Connor 21 2 0 11 Oct 2022
Static and Dynamic Concepts for Self-supervised Video Representation Learning Rui Qian Shuangrui Ding Xian Liu Dahua Lin SSL 26 22 0 26 Jul 2022
ParamCrop: Parametric Cubic Cropping for Video Contrastive Learning Zhiwu Qing Ziyuan Huang Shiwei Zhang Mingqian Tang Changxin Gao M. Ang Ronglei Ji Nong Sang 38 3 0 24 Aug 2021
Learning to Cut by Watching Movies Alejandro Pardo Fabian Caba Heilbron Juan Carlos León Alcázar Ali K. Thabet Bernard Ghanem VGen 45 20 0 09 Aug 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text Hassan Akbari Liangzhe Yuan Rui Qian Wei-Hong Chuang Shih-Fu Chang Yin Cui Boqing Gong ViT 248 577 0 22 Apr 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 280 1,981 0 09 Feb 2021
Generic Event Boundary Detection: A Benchmark for Event Segmentation Mike Zheng Shou Stan Weixian Lei Weiyao Wang Deepti Ghadiyaram Matt Feiszli VOS 85 76 0 26 Jan 2021
Self-supervised Co-training for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 215 308 0 19 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,369 0 09 Mar 2020
Gaussian Temporal Awareness Networks for Action Localization Fuchen Long Ting Yao Zhaofan Qiu Xinmei Tian Jiebo Luo Tao Mei 138 319 0 09 Sep 2019
Bag of Tricks for Image Classification with Convolutional Neural Networks Tong He Zhi-Li Zhang Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li 221 1,399 0 04 Dec 2018
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation Tianwei Lin Xu Zhao Haisheng Su Chongjing Wang Ming Yang 139 700 0 08 Jun 2018