Søren Brage

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 10

Top Topics

Domain Adaptation

Activity Recognition

Wearable Sensors

Transfer Learning

Top Venues

npj Digit. Medicine

Publications

Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction. CoRR (2023)
Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction. MLHC (2023)
Dimitris Spathis, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
Longitudinal cardio-respiratory fitness prediction through free-living wearable sensors. CoRR (2022)
Dimitris Spathis, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Yu Wu, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
Longitudinal cardio-respiratory fitness prediction through wearables in free-living environments. npj Digit. Medicine 5 (2022)
Dimitris Spathis, Ignacio Perez-Pozuelo, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
Self-supervised transfer learning of physiological representations from free-living wearable data. CHIL (2021)
Chi Ian Tang, Ignacio Perez-Pozuelo, Dimitris Spathis, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data. CoRR (2021)
Chi Ian Tang, Ignacio Perez-Pozuelo, Dimitris Spathis, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (1) (2021)
Dimitris Spathis, Ignacio Perez-Pozuelo, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
Learning Generalizable Physiological Representations from Large-scale Wearable Data. CoRR (2020)
Dimitris Spathis, Ignacio Perez-Pozuelo, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
Self-supervised transfer learning of physiological representations from free-living wearable data. CoRR (2020)
Rahul Goel, Leandro M. T. Garcia, Anna Goodman, Rob Johnson, Rachel Aldred, Manoradhan Murugesan, Søren Brage, Kavi Bhalla, James Woodcock
Estimating city-level travel patterns using street imagery: a case study of using Google Street View in Britain. CoRR (2018)
Vincent T. van Hees, Marcelo Pias, Salman Taherian, Ulf Ekelund, Søren Brage
A method to compare new and traditional accelerometry data in physical activity monitoring. WOWMOM (2010)
Oliver Stegle, Sebastian V. Fallert, David J. C. MacKay, Søren Brage
Gaussian Process Robust Regression for Noisy Heart Rate Data. IEEE Trans. Biomed. Eng. 55 (9) (2008)