11 citations · 33 across the 7 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.CV2021★ 7 cited
Dense Out-of-Distribution Detection by Robust Learning on Synthetic Negative Data
Matej Grcić, Petra Bevandić, Zoran Kalafatić +1
Standard machine learning is unable to accommodate inputs which do not belong to the training distribution. The resulting models often give rise to confident incorrect predictions…
cs.LG2021★ 11 cited
Densely connected normalizing flows
Matej Grcić, Ivan Grubišić, Siniša Šegvić
Normalizing flows are bijective mappings between inputs and latent representations with a fully factorized distribution. They are very attractive due to exact likelihood valuation…