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Profiles

No photo of Katsiaryna Haitsiukevich
No photo of Alexander Ilin

Alexander Ilin

Person: Professors, fixed term

20032020
No photo of Arturs Polis

Arturs Polis

Person: Doctoral students, Doctoral studies

20172017

Research Output

  • 3 Conference contribution

Active one-shot learning with prototypical networks

Boney, R. & Ilin, A., 1 Jan 2019, ESANN 2019 - Proceedings, 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. p. 583-588 6 p.

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

  • Regularizing Model-Based Planning with Energy-Based Models

    Boney, R., Kannala, J. & Ilin, A., 2019, (Accepted/In press) Conference on Robot Learning 2019.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

    Regularizing Trajectory Optimization with Denoising Autoencoders

    Boney, R., Di Palo, N., Berglund, M., Ilin, A., Kannala, J., Rasmus, A. & Valpola, H., 2019, 33rd Conference on Neural Information Processing Systems: NeurIPS 2019 . Neural Information Processing Systems Foundation, (Advances in Neural Information Processing Systems).

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

    Open Access