Self-supervised Representation Learning Framework for Remote
Physiological Measurement Using Spatiotemporal Augmentation Loss

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Self-supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss

16 July 2021

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Papers citing "Self-supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss"

16 / 16 papers shown

Title
EVM-CNN: Real-Time Contactless Heart Rate Estimation from Facial Video Ying Qiu Yang Liu J. Arteaga-Falconi Haiwei Dong Abdulmotaleb El Saddik CVBM 42 138 0 25 Dec 2022
A Short Note on the Kinetics-700-2020 Human Action Dataset Lucas Smaira João Carreira Eric Noland Ellen Clancy Amy Wu Andrew Zisserman 84 139 0 21 Oct 2020
Self-supervised Co-training for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 242 320 0 19 Oct 2020
Memory-augmented Dense Predictive Coding for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 91 242 0 03 Aug 2020
SeCo: Exploring Sequence Supervision for Unsupervised Representation Learning Ting Yao Yiheng Zhang Zhaofan Qiu Yingwei Pan Tao Mei DRL 107 110 0 03 Aug 2020
Video-based Remote Physiological Measurement via Cross-verified Feature Disentangling Xuesong Niu Zitong Yu Hu Han Xiaobai Li Shiguang Shan Guoying Zhao 71 185 0 16 Jul 2020
In Search of Life: Learning from Synthetic Data to Detect Vital Signs in Videos Florin Condrea Victor-Andrei Ivan Marius Leordeanu 68 8 0 16 Apr 2020
The 1st Challenge on Remote Physiological Signal Sensing (RePSS) Xiaobai Li Hu Han Hao Lu Xuesong Niu Zitong Yu A. Dantcheva Guoying Zhao Shiguang Shan 43 25 0 26 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 498 3,443 0 09 Mar 2020
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 213 12,124 0 13 Nov 2019
RhythmNet: End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation Xuesong Niu Shiguang Shan Hu Han Xilin Chen 3DH CVBM 75 294 0 25 Oct 2019
Video Representation Learning by Dense Predictive Coding Tengda Han Weidi Xie Andrew Zisserman SSL 100 361 0 10 Sep 2019
Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles Dahun Kim Donghyeon Cho In So Kweon SSL 88 349 0 24 Nov 2018
AutoAugment: Learning Augmentation Policies from Data E. D. Cubuk Barret Zoph Dandelion Mané Vijay Vasudevan Quoc V. Le 135 1,775 0 24 May 2018
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? Kensho Hara Hirokatsu Kataoka Y. Satoh 3DPC 128 1,935 0 27 Nov 2017
How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks) Adrian Bulat Georgios Tzimiropoulos 3DH CVBM 3DV 106 1,479 0 21 Mar 2017

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