BricksND - Benchmark for disentangled concept learning (CROSBI ID 707447)
Prilog sa skupa u zborniku | sažetak izlaganja sa skupa
Podaci o odgovornosti
Grubišić, Ivan ; Lipić, Tomislav ; Mesić, Benjamin ; Šmuc, Tomislav
engleski
BricksND - Benchmark for disentangled concept learning
This presentation talks about a novel benchmark for disentangled concept learning, called “BricksND”. The benchmark consists of synthetically generated brick scenes in 1D, 2D and 3D spaces. This benchmark is designed to address the challenges of machine learning, especially disentanglement representations and concept learning.
disentangled representations ; benchmark datasets ; concept-based representation learning ; explainable artificial intelligence
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Podaci o prilogu
2020.
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Podaci o matičnoj publikaciji
Podaci o skupu
5th International Workshop on Data Science (IWDS 2020)
predavanje
24.11.2020-24.11.2020
Zagreb, Hrvatska