Professorship Solin A.

Organisational unit: Research group

Research outputs

  1. 2019
  2. Published

    Unifying Probabilistic Models for Time-frequency Analysis

    Wilkinson, W. J., Riis Andersen, M., Reiss, J. D., Stowell, D. & Solin, A., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers, p. 3352-3356 5 p. 8682306. (IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  3. Published

    Applied Stochastic Differential Equations

    Särkkä, S. & Solin, A., Apr 2019, Cambridge University Press. 324 p. ( Institute of Mathematical Statistics Textbooks)

    Research output: Book/ReportBook

  4. Published

    Unstructured Multi-view Depth Estimation Using Mask-Based Multiplane Representation

    Hou, Y., Solin, A. & Kannala, J., 1 Jan 2019, Image Analysis - 21st Scandinavian Conference, SCIA 2019, Proceedings. Felsberg, M., Forssén, P-E., Unger, J. & Sintorn, I-M. (eds.). Springer Verlag, p. 54-66 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11482 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  5. Published

    Conditional image sampling by deep automodulators

    Heljakka, A., Hou, Y., Kannala, J. & Solin, A., 2019.

    Research output: Contribution to conferencePaperScientificpeer-review

  6. Published

    End-to-End Probabilistic Inference for Nonstationary Audio Analysis

    Wilkinson, W., Andersen, M., Reiss, J. D., Stowell, D. & Solin, A., 2019, Proceedings of the 36th International Conference on Machine Learning (ICML). p. 6776–6785 (Proceedings of Machine Learning Research; vol. 97).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  7. Published

    Global approximate inference via local linearisation for temporal Gaussian processes

    Wilkinson, W., Chang, P., Andersen, M. & Solin, A., 2019.

    Research output: Contribution to conferencePaperScientificpeer-review

  8. Published
  9. Accepted/In press

    Iterative path reconstruction for large-scale inertial navigation on smartphones

    Cortes Reina, S., Hou, Y., Kannala, J. & Solin, A., 2019, (Accepted/In press) Proceedings of the International Conference on Information Fusion (FUSION). IEEE

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  10. Published

    Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features

    Solin, A. & Kok, M., 2019, Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics (AISTATS). JMLR W&CP, p. 2193-2202 (Proceedings of Machine Learning Research; vol. 89).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  11. Accepted/In press

    Multi-view stereo by temporal nonparametric fusion

    Hou, Y., Kannala, J. & Solin, A., 2019, (Accepted/In press) International Conference on Computer Vision (ICCV). IEEE, p. 2651–2660

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  12. Published

    Pioneer Networks: Progressively Growing Generative Autoencoder

    Heljakka, A., Solin, A. & Kannala, J., 2019, Computer Vision – ACCV 2018 - 14th Asian Conference on Computer Vision, Revised Selected Papers. Mori, G., Jawahar, C. V., Schindler, K. & Li, H. (eds.). Springer, Cham, p. 22-38 17 p. (Lecture notes in computer science; vol. 11361).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  13. 2018
  14. Published

    Robust Gyroscope-Aided Camera Self-Calibration

    Cortés Reina, S., Solin, A. & Kannala, J., 5 Sep 2018, 2018 21st International Conference on Information Fusion, FUSION 2018. Institute of Electrical and Electronics Engineers, p. 772-779 8 p. 8455353

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  15. Published

    Scalable Magnetic Field SLAM in 3D Using Gaussian Process Maps

    Kok, M. & Solin, A., 5 Sep 2018, 21st International Conference on Information Fusion: FUSION 2018. Institute of Electrical and Electronics Engineers, p. 1353-1360 8 p. 8455789

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  16. Published

    ADVIO: An authentic dataset for visual-inertial odometry

    Cortés, S., Solin, A., Rahtu, E. & Kannala, J., 1 Jan 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Springer Verlag, p. 425-440 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11214 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  17. Published

    Recursive Chaining of Reversible Image-to-Image Translators for Face Aging

    Heljakka, A., Solin, A. & Kannala, J., 1 Jan 2018, Advanced Concepts for Intelligent Vision Systems - 19th International Conference, ACIVS 2018, Proceedings. Springer Verlag, p. 309-320 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11182 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  18. Published

    Computationally inferred genealogical networks uncover long-term trends in assortative mating

    Malmi, E., Gionis, A. & Solin, A., 2018, Proceedings of the International World Wide Web Conference (WWW). ACM, p. 883-892 10 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  19. Published

    Deep learning based speed estimation for constraining strapdown inertial navigation on smartphones

    Cortes Reina, S., Solin, A. & Kannala, J., 2018, 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP). Aalborg: Institute of Electrical and Electronics Engineers, p. 1-6 8516710

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  20. Published

    Inertial Odometry on Handheld Smartphones

    Solin, A., Cortes Reina, S., Rahtu, E. & Kannala, J., 2018, 2018 21st International Conference on Information Fusion, FUSION 2018. Institute of Electrical and Electronics Engineers, p. 1361-1368 8455482

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  21. Published

    Infinite-Horizon Gaussian Processes

    Solin, A., Hensman, J. & Turner, R. E., 2018, 32nd Conference on Neural Information Processing Systems (NeurIPS 2018), Montréal, Canada.. Curran Associates, Inc., p. 3490-3499 10 p. (Advances in Neural Information Processing Systems; vol. 31).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  22. Published

    Modeling and Interpolation of the Ambient Magnetic Field by Gaussian Processes

    Solin, A., Kok, M., Wahlstrom, N., Schon, T. B. & Sarkka, S., 2018, In : IEEE Transactions on Robotics. 34, 4, p. 1112-1127

    Research output: Contribution to journalArticle

  23. Published

    PIVO: Probabilistic Inertial-Visual Odometry for Occlusion-Robust Navigation

    Solin, A., Cortés Reina, S., Rahtu, E. & Kannala, J., 2018, Proceedings - 2018 IEEE Winter Conference on Applications of Computer Vision, WACV 2018. IEEE, p. 616-625 10 p. (IEEE Winter Conference on Applications of Computer Vision).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  24. Published

    State space Gaussian processes with non-Gaussian likelihood

    Nickisch, H., Solin, A. & Grigorevskiy, A., 2018, 35th International Conference on Machine Learning, ICML 2018. Dy, J. & Krause, A. (eds.). p. 3789-3798 (Proceedings of Machine Learning Research; vol. 80).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  25. Published

    Variational Fourier Features for Gaussian Processes

    Hensman, J., Durrande, N. & Solin, A., 2018, In : Journal of Machine Learning Research. 18, 1, p. 1-52 52 p., 151.

    Research output: Contribution to journalArticle

  26. 2016
  27. Published

    Computationally efficient Bayesian learning of Gaussian process state space models

    Svensson, A., Solin, A., Särkkä, S. & Schön, T. B., 2016, Proceedings of the Nineteenth International Conference on Artificial Intelligence and Statistics (AISTATS). p. 213–221 (Proceedings of Machine Learning Research; vol. 51).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

ID: 27141912