Blar i Department of Informatics på tidsskrift "Proceedings of the Northern Lights Deep Learning Workshop"
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A contrastive learning approach for individual re-identification in a wild fish population
(Journal article; Peer reviewed, 2023)In both terrestrial and marine ecology, physical tagging is a frequently used method to study population dynamics and behavior. However, such tagging techniques are increasingly being replaced by individual re-identification ... -
Extracting Rules from Neural Networks with Partial Interpretations
(Journal article; Peer reviewed, 2022)We investigate the problem of extracting rules, expressed in Horn logic, from neural network models. Our work is based on the exact learning model, in which a learner interacts with a teacher (the neural network model) via ... -
Measuring Adversarial Robustness using a Voronoi-Epsilon Adversary
(Journal article; Peer reviewed, 2023)Previous studies on robustness have argued that there is a tradeoff between accuracy and adversarial accuracy. The tradeoff can be inevitable even when we neglect generalization. We argue that the tradeoff is inherent to ...