BigSmall: Efficient Multi-Task Learning for Disparate Spatial and
Temporal Physiological Measurements

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BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements

21 March 2023

Girish Narayanswamy

Daniel J. McDuff

Shwetak N. Patel

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Papers citing "BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements"

12 / 12 papers shown

Title
SimPer: Simple Self-Supervised Learning of Periodic Targets Yuzhe Yang Xin Liu Jiang Wu Silviu Borac Dina Katabi M. Poh Daniel J. McDuff 94 47 0 06 Oct 2022
Camera Measurement of Physiological Vital Signs Daniel J. McDuff 74 121 0 22 Nov 2021
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement Xin Liu B. Hill Ziheng Jiang Shwetak N. Patel Daniel J. McDuff 3DH MedIm 67 79 0 09 Oct 2021
TransRPPG: Remote Photoplethysmography Transformer for 3D Mask Face Presentation Attack Detection Zitong Yu Xiaobai Li Pichao Wang Guoying Zhao ViT 75 75 0 15 Apr 2021
DetCo: Unsupervised Contrastive Learning for Object Detection Enze Xie Jian Ding Wenhai Wang Xiaohang Zhan Hang Xu Peize Sun Zhenguo Li Ping Luo 77 323 0 09 Feb 2021
Representation Learning with Video Deep InfoMax R. Devon Hjelm Philip Bachman SSL MDE 87 28 0 27 Jul 2020
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement Xin Liu Josh Fromm Shwetak N. Patel Daniel J. McDuff 61 262 0 06 Jun 2020
$J$\hat{\text{A}}$A-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive Attention$ J $\hat{\text{A}}$ A-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive Attention Zhiwen Shao Zhilei Liu Jianfei Cai Lizhuang Ma CVBM 67 139 0 18 Mar 2020
Gradient Surgery for Multi-Task Learning Tianhe Yu Saurabh Kumar Abhishek Gupta Sergey Levine Karol Hausman Chelsea Finn 174 1,221 0 19 Jan 2020
SlowFast Networks for Video Recognition Christoph Feichtenhofer Haoqi Fan Jitendra Malik Kaiming He 166 3,274 0 10 Dec 2018
TSM: Temporal Shift Module for Efficient Video Understanding Ji Lin Chuang Gan Song Han 98 1,692 0 20 Nov 2018
Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment Zhiwen Shao Zhilei Liu Jianfei Cai Lizhuang Ma CVBM 93 175 0 15 Mar 2018