| Image restoration with mean-reverting stochastic differential equations Z Luo, FK Gustafsson, Z Zhao, J Sjölund, TB Schön arXiv preprint arXiv:2301.11699, 2023 | 330 | 2023 |
| Sensors and AI techniques for situational awareness in autonomous ships: A review S Thombre, Z Zhao, H Ramm-Schmidt, JMV Garcia, T Malkamäki, ... IEEE transactions on intelligent transportation systems 23 (1), 64-83, 2020 | 315 | 2020 |
| Refusion: Enabling large-size realistic image restoration with latent-space diffusion models Z Luo, FK Gustafsson, Z Zhao, J Sjölund, TB Schön Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023 | 191 | 2023 |
| Controlling vision-language models for universal image restoration Z Luo, FK Gustafsson, Z Zhao, J Sjölund, TB Schön arXiv preprint arXiv:2310.01018 3 (8), 2023 | 159 | 2023 |
| NTIRE 2024 image shadow removal challenge report FA Vasluianu, T Seizinger, Z Zhou, Z Wu, C Chen, R Timofte, W Dong, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2024 | 96 | 2024 |
| NTIRE 2023 challenge on stereo image super-resolution: Methods and results L Wang, Y Guo, Y Wang, J Li, S Gu, R Timofte, M Cheng, H Ma, Q Ma, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2023 | 93 | 2023 |
| Controlling vision-language models for multi-task image restoration Z Luo, FK Gustafsson, Z Zhao, J Sjölund, TB Schön arXiv preprint arXiv:2310.01018, 2023 | 85 | 2023 |
| Kalman-based spectro-temporal ECG analysis using deep convolutional networks for atrial fibrillation detection Z Zhao, S Särkkä, AB Rad Journal of Signal Processing Systems 92 (7), 621-636, 2020 | 34 | 2020 |
| Ntire 2023 hr nonhomogeneous dehazing challenge report CO Ancuti, C Ancuti, FA Vasluianu, R Timofte, H Zhou, W Dong, Y Liu, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 33 | 2023 |
| Spectro-temporal ECG analysis for atrial fibrillation detection Z Zhao, S Särkkä, AB Rad 2018 IEEE 28Th international workshop on machine learning for signal …, 2018 | 29 | 2018 |
| Photo-realistic image restoration in the wild with controlled vision-language models Z Luo, FK Gustafsson, Z Zhao, J Sjölund, TB Schön Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 26 | 2024 |
| Lens-to-lens bokeh effect transformation. NTIRE 2023 challenge report MV Conde, M Kolmet, T Seizinger, TE Bishop, R Timofte, X Kong, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 25 | 2023 |
| Deep state-space Gaussian processes Z Zhao, M Emzir, S Särkkä Statistics and Computing 31 (6), 75, 2021 | 23 | 2021 |
| NTIRE 2024 restore any image model (RAIM) in the wild challenge J Liang, R Timofte, Q Yi, S Liu, L Sun, R Wu, X Zhang, H Zeng, L Zhang, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 21 | 2024 |
| Taming diffusion models for image restoration: a review Z Luo, F Gustafsson, Z Zhao, J Sjölund, T Schön Philosophical Transactions A 383 (2299), 20240358, 2025 | 17 | 2025 |
| Taylor moment expansion for continuous-discrete Gaussian filtering Z Zhao, T Karvonen, R Hostettler, S Särkkä IEEE Transactions on Automatic Control 66 (9), 4460-4467, 2020 | 16* | 2020 |
| Conditional sampling within generative diffusion models Z Zhao, Z Luo, J Sjölund, T Schön Philosophical Transactions A 383 (2299), 20240329, 2025 | 15 | 2025 |
| Rao–blackwellized particle filter using noise adaptive kalman filter for fully mixing state-space models T Badar, S Särkkä, Z Zhao, A Visala IEEE Transactions on Aerospace and Electronic Systems 60 (5), 6972-6982, 2024 | 12 | 2024 |
| Automated polysomnography analysis for detection of non-apneic and non-hypopneic arousals using feature engineering and a bidirectional LSTM network AB Rad, M Zabihi, Z Zhao, M Gabbouj, AK Katsaggelos, S Särkkä arXiv preprint arXiv:1909.02971, 2019 | 10 | 2019 |
| An improved quantum particle swarm optimisation and its application on hand kinematics tracking Z Zhao, N Yu International Journal of Intelligent Engineering Informatics 6 (3-4), 266-294, 2018 | 10 | 2018 |
Simo SärkkäProfessor, Aalto UniversityVerified email at aalto.fi
