Representation Learning via Global Temporal Alignment and
Cycle-Consistency

Representation Learning via Global Temporal Alignment and Cycle-Consistency

11 May 2021

Konstantinos G. Derpanis

Allan D. Jepson

Papers citing "Representation Learning via Global Temporal Alignment and Cycle-Consistency"

16 / 16 papers shown

Title
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation Kun Yuan V. Srivastav Nassir Navab N. Padoy 46 7 0 30 Sep 2024
Self-Supervised Contrastive Learning for Videos using Differentiable Local Alignment Keyne Oei Amr Gomaa Anna Maria Feit João Belo 33 0 0 06 Sep 2024
Learning Fine-grained View-Invariant Representations from Unpaired Ego-Exo Videos via Temporal Alignment Zihui Xue Kristen Grauman EgoV 38 31 0 08 Jun 2023
Video alignment using unsupervised learning of local and global features Niloofar Fakhfour Mohammad ShahverdiKondori Hoda Mohammadzade 40 3 0 13 Apr 2023
Soft Dynamic Time Warping for Multi-Pitch Estimation and Beyond Michael Krause Christof Weiss Meinard Muller 21 8 0 11 Apr 2023
Digital Twin for Real-time Li-ion Battery State of Health Estimation with Partially Discharged Cycling Data Yan Qin Anushiya Arunan Chau Yuen 21 32 0 09 Dec 2022
Self-supervised and Weakly Supervised Contrastive Learning for Frame-wise Action Representations Minghao Chen Renbo Tu Chenxi Huang Yuqi Lin Boxi Wu Deng Cai SSL AI4TS 37 1 0 06 Dec 2022
Extraneousness-Aware Imitation Learning Rachel Zheng Kaizhe Hu Zhecheng Yuan Boyuan Chen Huazhe Xu SSL 33 3 0 04 Oct 2022
A Closer Look at Temporal Ordering in the Segmentation of Instructional Videos Anil Batra Shreyank N. Gowda Frank Keller Laura Sevilla-Lara 36 5 0 30 Sep 2022
Graph Inverse Reinforcement Learning from Diverse Videos Sateesh Kumar Jonathan Zamora Nicklas Hansen Rishabh Jangir Xiaolong Wang 35 53 0 28 Jul 2022
Self-Supervised Learning for Videos: A Survey Madeline Chantry Schiappa Yogesh S Rawat M. Shah SSL 36 131 0 18 Jun 2022
Sound Localization by Self-Supervised Time Delay Estimation Ziyang Chen David Fouhey Andrew Owens SSL 27 19 0 26 Apr 2022
Context-Aware Sequence Alignment using 4D Skeletal Augmentation Taein Kwon Bugra Tekin Siyu Tang Marc Pollefeys 38 13 0 26 Apr 2022
Exploring Negatives in Contrastive Learning for Unpaired Image-to-Image Translation Yu-Hsiang Lin Sen Zhang Tianshui Chen Yongyi Lu G. Li Yukai Shi SSL 34 20 0 23 Apr 2022
Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization Junyu Gao Mengyuan Chen Changsheng Xu 16 66 0 31 Mar 2022
Soft-DTW: a Differentiable Loss Function for Time-Series Marco Cuturi Mathieu Blondel AI4TS 141 611 0 05 Mar 2017