Research output per year
Research output per year
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Dive into the research topics where R. Babuska is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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An Empirical Investigation on Variational Autoencoder-Based Dynamic Modeling of Deformable Objects from RGB Data
Coleman, T., Babuska, R., Kober, J. & Santina, C. D., 2024, Proceedings of hte 32nd Mediterranean Conference on Control and Automation, MED 2024. IEEE, p. 921-928 8 p.Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
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Robotic Grasping of Harvested Tomato Trusses Using Vision and Online Learning
Van Den Bent, L., Coleman, T. & Babuška, R., 2024, Proceedings of the IEEE International Conference on Robotics and Automation, ICRA 2024. IEEE, p. 13947-13953 7 p. (Proceedings - IEEE International Conference on Robotics and Automation).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
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SymFormer: End-to-End Symbolic Regression Using Transformer-Based Architecture
Vastl, M., Kulhanek, J., Kubalik, J., Derner, E. & Babuska, R., 2024, In: IEEE Access. 12, p. 37840-37849 10 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile133 Downloads (Pure) -
Imitrob: Imitation Learning Dataset for Training and Evaluating 6D Object Pose Estimators
Sedlar, J., Stepanova, K., Skoviera, R., Behrens, J. K., Tuna, M., Sejnova, G., Sivic, J. & Babuska, R., 2023, In: IEEE Robotics and Automation Letters. 8, 5, p. 2788-2795Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)37 Downloads (Pure) -
Toward Physically Plausible Data-Driven Models: A Novel Neural Network Approach to Symbolic Regression
Kubalik, J., Derner, E. & Babuska, R., 2023, In: IEEE Access. 11, p. 61481-61501Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)59 Downloads (Pure)
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International Journal of General Systems: a comprehensive periodical devoted to general systems methodology, applications and education (Journal)
R. Babuska (Editor)
2012 → …Activity: Publication peer-review and editorial work › Editorial activity
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International Journal of General Systems: a comprehensive periodical devoted to general systems methodology, applications and education (Journal)
R. Babuska (Editor)
2011 → …Activity: Publication peer-review and editorial work › Editorial activity
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International Journal of General Systems: a comprehensive periodical devoted to general systems methodology, applications and education (Journal)
R. Babuska (Editor)
2010 → …Activity: Publication peer-review and editorial work › Editorial activity
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Springer (Publisher)
R. Babuska (Editor)
2010 → …Activity: Publication peer-review and editorial work › Editorial activity
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Automatica (Journal)
R. Babuska (Editor)
2010 → …Activity: Publication peer-review and editorial work › Editorial activity