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Self-supervised transfer learning of physiological representations from
  free-living wearable data

Self-supervised transfer learning of physiological representations from free-living wearable data

18 November 2020
Dimitris Spathis
I. Perez-Pozuelo
S. Brage
N. Wareham
Cecilia Mascolo
ArXivPDFHTML

Papers citing "Self-supervised transfer learning of physiological representations from free-living wearable data"

12 / 12 papers shown
Title
Wearable Accelerometer Foundation Models for Health via Knowledge Distillation
Wearable Accelerometer Foundation Models for Health via Knowledge Distillation
Salar Abbaspourazad
Anshuman Mishra
Joseph D. Futoma
Andrew C. Miller
Ian Shapiro
97
0
0
15 Dec 2024
PaPaGei: Open Foundation Models for Optical Physiological Signals
PaPaGei: Open Foundation Models for Optical Physiological Signals
Arvind Pillai
Dimitris Spathis
F. Kawsar
Mohammad Malekzadeh
VLM
41
7
0
27 Oct 2024
Daily Physical Activity Monitoring -- Adaptive Learning from
  Multi-source Motion Sensor Data
Daily Physical Activity Monitoring -- Adaptive Learning from Multi-source Motion Sensor Data
Haoting Zhang
Donglin Zhan
Yunduan Lin
Jinghai He
Qing Zhu
Z. Shen
Zeyu Zheng
42
0
0
26 May 2024
Personalization of Stress Mobile Sensing using Self-Supervised Learning
Personalization of Stress Mobile Sensing using Self-Supervised Learning
Tanvir Islam
Peter Washington
32
6
0
04 Aug 2023
Beyond Accuracy: A Critical Review of Fairness in Machine Learning for
  Mobile and Wearable Computing
Beyond Accuracy: A Critical Review of Fairness in Machine Learning for Mobile and Wearable Computing
Sofia Yfantidou
Marios Constantinides
Dimitris Spathis
Athena Vakali
Daniele Quercia
F. Kawsar
HAI
FaML
28
18
0
27 Mar 2023
Turning Silver into Gold: Domain Adaptation with Noisy Labels for
  Wearable Cardio-Respiratory Fitness Prediction
Turning Silver into Gold: Domain Adaptation with Noisy Labels for Wearable Cardio-Respiratory Fitness Prediction
Yu Wu
Dimitris Spathis
Hong Jia
I. Perez-Pozuelo
Tomas I. Gonzales
S. Brage
N. Wareham
Cecilia Mascolo
21
2
0
20 Nov 2022
Longitudinal cardio-respiratory fitness prediction through wearables in
  free-living environments
Longitudinal cardio-respiratory fitness prediction through wearables in free-living environments
Dimitris Spathis
I. Perez-Pozuelo
Tomas I. Gonzales
Yu Wu
S. Brage
N. Wareham
Cecilia Mascolo
24
9
0
06 May 2022
PhysioMTL: Personalizing Physiological Patterns using Optimal Transport
  Multi-Task Regression
PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task Regression
Jiacheng Zhu
Gregory Darnell
Agni Kumar
Ding Zhao
Bo-wen Li
X. Nguyen
S. Ren
OOD
45
5
0
19 Mar 2022
More to Less (M2L): Enhanced Health Recognition in the Wild with Reduced
  Modality of Wearable Sensors
More to Less (M2L): Enhanced Health Recognition in the Wild with Reduced Modality of Wearable Sensors
Huiyuan Yang
Han Yu
K. Sridhar
T. Vaessen
I. Myin‐Germeys
Akane Sano
23
7
0
16 Feb 2022
From Personalized Medicine to Population Health: A Survey of mHealth
  Sensing Techniques
From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques
Zhiyuan Wang
Haoyi Xiong
Jie Zhang
Sijia Yang
M. Boukhechba
Laura E. Barnes
Daqing Zhang
Dejing Dou
35
30
0
02 Jul 2021
Multi-task self-supervised learning for Robust Speech Recognition
Multi-task self-supervised learning for Robust Speech Recognition
Mirco Ravanelli
Jianyuan Zhong
Santiago Pascual
P. Swietojanski
João Monteiro
J. Trmal
Yoshua Bengio
SSL
189
288
0
25 Jan 2020
Self-Supervised Feature Learning by Learning to Spot Artifacts
Self-Supervised Feature Learning by Learning to Spot Artifacts
Simon Jenni
Paolo Favaro
SSL
150
127
0
13 Jun 2018
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