Steinar Laenen
Steinar Laenen
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On Episodes, Prototypical Networks, and Few-Shot Learning
We develop simple theory and use experiments to show that the episodic training setup for Matching Networks and Prototypical Networks is inefficient.
Steinar Laenen
,
Luca Bertinetto
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Higher-Order Spectral Clustering of Directed Graphs
We show that a path-like cluster structure can be found in directed graphs, by performing spectral clustering on the first eigenvector of a newly defined Hermitian adjacency matrix.
Steinar Laenen
,
He Sun
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Thermal mapping of Icelandic geothermal surface manifestations with a drone
As one of the first to do this in the world, we use drones equipped with infrared and RGB cameras to map geothermal surface manifestations
Grimur Bjornsson
,
Gunnar Grimsson
,
Ari Sigurdsson
,
Steinar Laenen
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Interpreting Social Commitment in a Simulated Theater
Using theory from sociology, we develop bodily cues in virtual agents which effectively communicate social engagement.
Daniel Veutgen
,
Marco Massetti
,
Joy Rossi
,
Leonardo Veroli
,
Athena Asgeirsdottir
,
Gudrun Baldursdottir
,
Sigrun Gissurardottir
,
Gisli Gudmundsson
,
Tinna Sigurdardottir
,
Steinar Laenen
,
and others
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