Dr Onno Kampman

University Position

Visiting Scientist

Interests

My research focuses on developing algorithms for the characterization of brain connectivity, and how brain connectivity is altered in depressed individuals. More broadly, I'm interested in computational neuroscience and using machine learning approaches for understanding the brain and human behaviour.

Collaborators

Cambridge

Zoe Kourtzi

Katharina Z¸hlsdorff

Elizabeth Michael

Key Publications

Properties of V1 and MT motion tuning emerge from unsupervised predictive learning

DOI: http://doi.org/10.1167/jov.22.14.4415
Journal: Journal of Vision
E-pub date: 5 Dec 2022
Authors: K Storrs, O Kampman, R Rideaux, G Maiello, R Fleming

Modeling the Machine Learning Multiverse

DOI: http://doi.org/10.48550/arxiv.2206.05985
Journal:
E-pub date: 13 Jun 2022
Authors: SJ Bell, OP Kampman, J Dodge, ND Lawrence

Publications

Towards Universal End-to-End Affect Recognition from Multilingual Speech by ConvNets

DOI: http://doi.org/10.48550/arxiv.1901.06486
Journal:
E-pub date: 19 Jan 2019
Authors: D Bertero, O Kampman, P Fung

Adapting a virtual agent to user personality

DOI: http://doi.org/10.1007/978-3-319-92108-2_13
Journal: Lecture Notes in Electrical Engineering
E-pub date: 1 Jan 2019
Authors: O Kampman, FB Siddique, Y Yang, P Fung

Attention-Based LSTM for Psychological Stress Detection from Spoken Language Using Distant Supervision

DOI: http://doi.org/10.1109/ICASSP.2018.8461990
Journal: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
E-pub date: 10 Sep 2018
Authors: GI Winata, OP Kampman, P Fung

Attention-Based LSTM for Psychological Stress Detection from Spoken Language Using Distant Supervision

DOI: http://doi.org/10.48550/arxiv.1805.12307
Journal:
E-pub date: 30 May 2018
Authors: GI Winata, OP Kampman, P Fung

Investigating Audio, Visual, and Text Fusion Methods for End-to-End Automatic Personality Prediction

DOI: http://doi.org/10.48550/arxiv.1805.00705
Journal:
E-pub date: 2 May 2018
Authors: O Kampman, EJ Barezi, D Bertero, P Fung

Investigating audio, video, and text fusion methods for end-to-end automatic personality prediction

DOI: http://doi.org/10.18653/v1/p18-2096
Journal: ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers)
E-pub date: 1 Jan 2018
Authors: O Kampman, EJ Barezi, D Bertero, P Fung

Zara returns: Improved personality induction and adaptation by an empathetic virtual agent

DOI: http://doi.org/10.18653/v1/P17-4021
Journal: ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of System Demonstrations
E-pub date: 1 Jan 2017
Authors: FB Siddique, O Kampman, Y Yang, A Dey, P Fung

Nora the empathetic psychologist

DOI: http://doi.org/10.21437/Interspeech.2017-2050
Journal: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
E-pub date: 1 Jan 2017
Authors: GI Winata, O Kampman, Y Yang, A Dey, P Fung