1 code implementation • 30 Jan 2019 • Sebastian Mathias Keller, Maxim Samarin, Mario Wieser, Volker Roth
"Deep Archetypal Analysis" generates latent representations of high-dimensional datasets in terms of fractions of intuitively understandable basic entities called archetypes.
1 code implementation • 3 Feb 2020 • Sebastian Mathias Keller, Maxim Samarin, Fabricio Arend Torres, Mario Wieser, Volker Roth
The real-world applicability of the proposed method is demonstrated by exploring archetypes of female facial expressions while using multi-rater based emotion scores of these expressions as side information.