188 citations · 217 across the 8 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.CV2019★ 14 cited
Explicit Disentanglement of Appearance and Perspective in Generative Models
Nicki Skafte Detlefsen, Søren Hauberg
Disentangled representation learning finds compact, independent and easy-to-interpret factors of the data. Learning such has been shown to require an inductive bias, which we expli…
stat.ML2019★ 13 cited
Reliable training and estimation of variance networks
Nicki S. Detlefsen, Martin Jørgensen, Søren Hauberg
We propose and investigate new complementary methodologies for estimating predictive variance networks in regression neural networks. We derive a locally aware mini-batching scheme…