SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data CI Tang, I Perez-Pozuelo, D Spathis, S Brage, N Wareham, C Mascolo Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021 | 116 | 2021 |
Exploring Contrastive Learning in Human Activity Recognition for Healthcare CI Tang, I Perez-Pozuelo, D Spathis, C Mascolo arXiv preprint arXiv:2011.11542, 2020 | 110 | 2020 |
Exploring the limit of using a deep neural network on pileup data for germline variant calling R Luo, CL Wong, YS Wong, CI Tang, CM Liu, CM Leung, TW Lam Nature Machine Intelligence 2 (4), 220-227, 2020 | 105 | 2020 |
ColloSSL: Collaborative Self-Supervised Learning for Human Activity Recognition Y Jain, CI Tang, C Min, F Kawsar, A Mathur Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022 | 79 | 2022 |
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering E Singh Lubana, CI Tang, F Kawsar, RP Dick, A Mathur arXiv e-prints, arXiv: 2205.11506, 2022 | 44* | 2022 |
Evaluating Contrastive Learning on Wearable Timeseries for Downstream Clinical Outcomes K Shah, D Spathis, CI Tang, C Mascolo arXiv preprint arXiv:2111.07089, 2021 | 10 | 2021 |
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 | 8 | 2024 |
Improving Feature Generalizability with Multitask Learning in Class Incremental Learning D Ma, CI Tang, C Mascolo ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 6 | 2022 |
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 |
Solving the Sensor-based Activity Recognition Problem (SOAR): Self-supervised, Multi-modal Recognition of Activities from Wearable Sensors H Haresamudram, CI Tang, S Suh, P Lukowicz, T Ploetz Adjunct Proceedings of the 2023 ACM International Joint Conference on …, 2023 | 1 | 2023 |
Self-supervised learning for data-efficient human activity recognition CI Tang | | 2024 |
A collection of the accepted papers for the Human-Centric Representation Learning workshop at AAAI 2024 D Spathis, A Saeed, A Etemad, S Tonekaboni, S Laskaridis, S Deldari, ... arXiv preprint arXiv:2403.10561, 2024 | | 2024 |
Group Supervised Learning: Extending Self-Supervised Learning to Multi-Device Settings Y Jain, CI Tang, C Min, F Kawsar, A Mathur | | |