Search Results for author: Fred Godtliebsen

Found 5 papers, 2 papers with code

Instance Segmentation of Microscopic Foraminifera

1 code implementation15 May 2021 Thomas Haugland Johansen, Steffen Aagaard Sørensen, Kajsa Møllersen, Fred Godtliebsen

The model achieves a (COCO-style) average precision of $0. 78 \pm 0. 00$ on the classification and detection task, and $0. 80 \pm 0. 00$ on the segmentation task.

Instance Segmentation Novel Object Detection +4

Data-Driven Robust Control Using Reinforcement Learning

no code implementations16 Apr 2020 Phuong D. Ngo, Fred Godtliebsen

The method extends the optimal reinforcement-learning algorithm with a new learning technique that is based on the robust control theory.

reinforcement-learning Reinforcement Learning (RL)

A bag-to-class divergence approach to multiple-instance learning

1 code implementation7 Mar 2018 Kajsa Møllersen, Jon Yngve Hardeberg, Fred Godtliebsen

A different viewpoint is that the instances are realisations of random vectors with corresponding probability distribution, and that a bag is the distribution, not the realisations.

General Classification Multiple Instance Learning

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