Digits that are not: Generating new types through deep neural nets. - Akin Kazakçi; Mehdi Cherti; Balázs Kégl (ICCC, 2016)

De novo drug design with deep generative models : an empirical study. - Mehdi Cherti; Balázs Kégl; Akin Kazakçi (ICLR (Workshop), 2017)

Out-of-class novelty generation: an experimental foundation. - Mehdi Cherti; Balázs Kégl; Akin Kazakçi (ICLR (Workshop), 2017)

Spurious samples in deep generative models: bug or feature? - Balázs Kégl; Mehdi Cherti; Akin Kazakçi (CoRR, 2018)