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2011.12121
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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
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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
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
Arvind Pillai
Dimitris Spathis
F. Kawsar
Mohammad Malekzadeh
VLM
39
7
0
27 Oct 2024
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
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
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
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
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
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
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
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
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
Simon Jenni
Paolo Favaro
SSL
150
127
0
13 Jun 2018
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