Oliver Struckmeier

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 15

Top Topics

Invariant Representation

Domain Adaptation

Predictive Coding

Top Venues

Trans. Mach. Learn. Res.

Publications

Oliver Struckmeier, Ville Kyrki
ILPO-MP: Mode Priors Prevent Mode Collapse when Imitating Latent Policies from Observations. Trans. Mach. Learn. Res. 2023 (2023)
Oliver Struckmeier, Ievgen Redko, Anton Mallasto, Karol Arndt, Markus Heinonen, Ville Kyrki
Beyond invariant representation learning: linearly alignable latent spaces for efficient closed-form domain adaptation. CoRR (2023)
Quentin Bouniot, Ievgen Redko, Anton Mallasto, Charlotte Laclau, Karol Arndt, Oliver Struckmeier, Markus Heinonen, Ville Kyrki, Samuel Kaski
Understanding deep neural networks through the lens of their non-linearity. CoRR (2023)
Oliver Struckmeier, Ievgen Redko, Anton Mallasto, Karol Arndt, Markus Heinonen, Ville Kyrki
Learning representations that are closed-form Monge mapping optimal with application to domain adaptation. Trans. Mach. Learn. Res. 2023 (2023)
Oliver Struckmeier, Kshitij Tiwari, Ville Kyrki
Autoencoding slow representations for semi-supervised data-efficient regression. Mach. Learn. 112 (7) (2023)
Karol Arndt, Oliver Struckmeier, Ville Kyrki
Domain Curiosity: Learning Efficient Data Collection Strategies for Domain Adaptation. IROS (2021)
Karol Arndt, Oliver Struckmeier, Ville Kyrki
Domain Curiosity: Learning Efficient Data Collection Strategies for Domain Adaptation. CoRR (2021)
Martin J. Pearson, Shirin Dora, Oliver Struckmeier, Thomas C. Knowles, Ben Mitchinson, Kshitij Tiwari, Ville Kyrki, Sander M. Bohté, Cyriel M. A. Pennartz
Multimodal Representation Learning for Place Recognition Using Deep Hebbian Predictive Coding. Frontiers Robotics AI 8 (2021)
Oliver Struckmeier, Kshitij Tiwari, Ville Kyrki
Unsupervised Learning of slow features for Data Efficient Regression. CoRR (2020)
Oliver Struckmeier, Kshitij Tiwari, Shirin Dora, Martin J. Pearson, Sander M. Bohté, Cyriel M. A. Pennartz, Ville Kyrki
MuPNet: Multi-modal Predictive Coding Network for Place Recognition by Unsupervised Learning of Joint Visuo-Tactile Latent Representations. CoRR (2019)
Oliver Struckmeier
LeagueAI: Improving object detector performance and flexibility through automatically generated training data and domain randomization. CoRR (2019)
Oliver Struckmeier, Kshitij Tiwari, Mohammed Salman, Martin J. Pearson, Ville Kyrki
ViTa-SLAM: A Bio-inspired Visuo-Tactile SLAM for Navigation while Interacting with Aliased Environments. CoRR (2019)
Oliver Struckmeier, Kshitij Tiwari, Martin J. Pearson, Ville Kyrki
ViTa-SLAM: Biologically-Inspired Visuo-Tactile SLAM. CoRR (2019)
Oliver Struckmeier, Kshitij Tiwari, Mohammed Salman, Martin J. Pearson, Ville Kyrki
ViTa-SLAM: A Bio-inspired Visuo-Tactile SLAM for Navigation while Interacting with Aliased Environments. CBS (2019)
Oliver Struckmeier, Mattia Racca, Ville Kyrki
Autonomous Generation of Robust and Focused Explanations for Robot Policies. RO-MAN (2019)