| Towards Open Respiratory Acoustic Foundation Models: Pretraining and Benchmarking Y Zhang, T Xia, J Han, Y Wu, G Rizos, Y Liu, M Mosuily, J Chauhan, ... arXiv preprint arXiv:2406.16148, 2024 | | 2024 |
| TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge YD Kwon, R Li, S Venieris, J Chauhan, ND Lane, C Mascolo Forty-first International Conference on Machine Learning, 2024 | | 2024 |
| FLea: Addressing Data Scarcity and Label Skew in Federated Learning via Privacy-preserving Feature Augmentation T Xia, A Ghosh, X Qiu, C Mascolo arXiv preprint arXiv:2406.09547, 2024 | | 2024 |
| IMChew: Chewing Analysis using Earphone Inertial Measurement Units T Ketmalasiri, YY Wu, KJ Butkow, C Mascolo, Y Liu Proceedings of the Workshop on Body-Centric Computing Systems, 29-34, 2024 | | 2024 |
| Detecting Foot Strikes during Running with Earbuds C Hu, T Kandappu, J Stuchbury-Wass, Y Liu, A Tang, C Mascolo, D Ma Proceedings of the Workshop on Body-Centric Computing Systems, 35-40, 2024 | | 2024 |
| BreathPro: Monitoring Breathing Mode during Running with Earables C Hu, T Kandappu, Y Liu, C Mascolo, D Ma Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2024 | | 2024 |
| An evaluation of heart rate monitoring with in-ear microphones under motion KJ Butkow, T Dang, A Ferlini, D Ma, Y Liu, C Mascolo Pervasive and Mobile Computing 100, 101913, 2024 | 1 | 2024 |
| A smoking cessation smartphone app that delivers real-time ‘context aware’behavioural support: the Quit Sense feasibility RCT F Naughton, A Hope, C Siegele-Brown, K Grant, C Notley, A Colles, ... Public Health Research 12 (4), 1-99, 2024 | | 2024 |
| Supplementary tables and figures F Naughton, A Hope, C Siegele-Brown, K Grant, C Notley, A Colles, ... A smoking cessation smartphone app that delivers real-time ‘context aware …, 2024 | | 2024 |
| UR2M: Uncertainty and resource-aware event detection on microcontrollers H Jia, YD Kwon, D Mat, N Pham, L Qendro, T Vu, C Mascolo 2024 IEEE International Conference on Pervasive Computing and Communications …, 2024 | | 2024 |
| Uncertainty-aware Health Diagnostics via Class-balanced Evidential Deep Learning T Xia, T Dang, J Han, L Qendro, C Mascolo IEEE Journal of Biomedical and Health Informatics, 2024 | 2 | 2024 |
| Balancing Continual Learning and Fine-tuning for Human Activity Recognition CI Tang, L Qendro, D Spathis, F Kawsar, A Mathur, C Mascolo arXiv preprint arXiv:2401.02255, 2024 | 1 | 2024 |
| Kaizen: Practical self-supervised continual learning with continual fine-tuning CI Tang, L Qendro, D Spathis, F Kawsar, C Mascolo, A Mathur Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 7 | 2024 |
| UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction Y Wu, D Spathis, H Jia, I Perez-Pozuelo, TI Gonzales, S Brage, ... Machine Learning for Healthcare Conference, 863-883, 2023 | 1 | 2023 |
| FLea: Improving federated learning on scarce and label-skewed data via privacy-preserving feature augmentation T Xia, A Ghosh, C Mascolo | 1 | 2023 |
| EarSet: A Multi-Modal Dataset for Studying the Impact of Head and Facial Movements on In-Ear PPG Signals A Montanari, A Ferlini, AN Balaji, C Mascolo, F Kawsar Scientific Data 10 (1), 850, 2023 | 2 | 2023 |
| Human-centred artificial intelligence for mobile health sensing: challenges and opportunities T Dang, D Spathis, A Ghosh, C Mascolo Royal Society Open Science 10 (11), 230806, 2023 | 5 | 2023 |
| LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms YD Kwon, J Chauhan, H Jia, SI Venieris, C Mascolo Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems …, 2023 | 2 | 2023 |
| Yawning Detection using Earphone Inertial Measurement Units J Brown, Y Liu, C Mascolo Proceedings of the 2nd Workshop on Smart Wearable Systems and Applications, 7-13, 2023 | 1 | 2023 |
| Embracing the Imaginary: Deep Complex-valued Networks for Heart Murmur Detection E Bondareva, G Rizos, J Han, C Mascolo 2023 Computing in Cardiology (CinC) 50, 1-4, 2023 | | 2023 |
Mirco MusolesiUniversity College LondonVerified email at ucl.ac.uk