1 citations · 1 across the 3 of their papers we have counts for
3 papers
Categorical Flow Maps
Daan Roos, Oscar Davis, Floor Eijkelboom +5
We introduce Categorical Flow Maps, a flow-matching method for accelerated few-step generation of categorical data via self-distillation. Building on recent variational formulation…
Lens based Kinetic Inductance Detectors with Distributed Dual Polarised Absorbers for Far Infra-red Space-based Astronomy
Shahab O. Dabironezare, Giulia Conenna, Daan Roos +16
Future space-based far infra-red astronomical observations require background limited detector sensitivities and scalable focal plane array solutions to realise their vast potentia…
Deterministic training of generative autoencoders using invertible layers
Gianluigi Silvestri, Daan Roos, Luca Ambrogioni
In this work, we provide a deterministic alternative to the stochastic variational training of generative autoencoders. We refer to these new generative autoencoders as AutoEncoder…