| Decentralized adaptive clustering of deep nets is beneficial for client collaboration EL Zec, E Ekblom, M Willbo, O Mogren, S Girdzijauskas FL-IJCAI'22: International Workshop on Trustworthy Federated Learning, 2022 | 5 | 2022 |
| Few-Shot Bioacoustic Event Detection Using an Event-Length Adapted Ensemble of Prototypical Networks. J Martinsson, M Willbo, A Pirinen, O Mogren, M Sandsten DCASE, 2022 | 5* | 2022 |
| Using time-series privileged information for provably efficient learning of prediction models RKA Karlsson, M Willbo, Z Hussain, RG Krishnan, D Sontag, ... Proceedings of the 25th International Conference on Artificial Intelligence …, 2021 | 4 | 2021 |
| Wide resnet models for few-shot sound event detection M Willbo, J Martinsson, A Pirinen, O Mogren eps 1, 6, 2022 | 2 | 2022 |
| Impacts of Color and Texture Distortions on Earth Observation Data in Deep Learning M Willbo, A Pirinen, J Martinsson, EL Zec, O Mogren, M Nilsson arXiv preprint arXiv:2403.04385, 2024 | | 2024 |
| Concept-aware clustering for decentralized deep learning under temporal shift EL Zec, E Klefbom, M Toftås, MJ Willbo, O Mogren Federated Learning and Analytics in Practice: Algorithms, Systems …, 2023 | | 2023 |
| Learning using Privileged Time Series R Karlsson, M Willbo | | 2021 |
