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Self-supervised Pretraining and Transfer Learning Enable Flu and
  COVID-19 Predictions in Small Mobile Sensing Datasets

Self-supervised Pretraining and Transfer Learning Enable Flu and COVID-19 Predictions in Small Mobile Sensing Datasets

26 May 2022
Michael Merrill
Tim Althoff
    AI4TS
ArXivPDFHTML

Papers citing "Self-supervised Pretraining and Transfer Learning Enable Flu and COVID-19 Predictions in Small Mobile Sensing Datasets"

6 / 6 papers shown
Title
Representation Learning for Wearable-Based Applications in the Case of
  Missing Data
Representation Learning for Wearable-Based Applications in the Case of Missing Data
Janosch Jungo
Yutong Xiang
S. Gashi
Christian Holz
29
1
0
08 Jan 2024
Large Pre-trained time series models for cross-domain Time series
  analysis tasks
Large Pre-trained time series models for cross-domain Time series analysis tasks
Harshavardhan Kamarthi
B. A. Prakash
VLM
AI4TS
23
10
0
19 Nov 2023
PEMS: Pre-trained Epidemic Time-series Models
PEMS: Pre-trained Epidemic Time-series Models
Harshavardhan Kamarthi
B. A. Prakash
AI4TS
34
2
0
14 Nov 2023
Machine Learning for Infectious Disease Risk Prediction: A Survey
Machine Learning for Infectious Disease Risk Prediction: A Survey
Mutong Liu
Yang Liu
Jiming Liu
LM&MA
AI4CE
24
0
0
06 Aug 2023
Generative models for wearables data
Generative models for wearables data
Arinbjorn Kolbeinsson
L. Foschini
MedIm
28
0
0
31 Jul 2023
Complex Daily Activities, Country-Level Diversity, and Smartphone
  Sensing: A Study in Denmark, Italy, Mongolia, Paraguay, and UK
Complex Daily Activities, Country-Level Diversity, and Smartphone Sensing: A Study in Denmark, Italy, Mongolia, Paraguay, and UK
Karim Assi
L. Meegahapola
William Droz
Peter Kun
A. D. Gotzen
...
Marcelo D. Rodas-Brítez
Matteo Busso
Ronald Chenu-Abente
Fausto Giunchiglia
D. Gática-Pérez
24
25
0
16 Feb 2023
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