Learning Multiscale Representations of Natural Scenes Using Dirichlet Processes. - Jyri J. Kivinen; Erik B. Sudderth; Michael I. Jordan (ICCV, 2007)

Image Denoising with Nonparametric Hidden Markov Trees. - Jyri J. Kivinen; Erik B. Sudderth; Michael I. Jordan (ICIP (3), 2007)

Transformation Equivariant Boltzmann Machines. - Jyri J. Kivinen; Christopher K. I. Williams (ICANN (1), 2011)

Multiple Texture Boltzmann Machines. - Jyri J. Kivinen; Christopher K. I. Williams (AISTATS, 2012)

Visual Boundary Prediction: A Deep Neural Prediction Network and Quality Dissection. - Jyri J. Kivinen; Christopher K. I. Williams; Nicolas Heess (AISTATS, 2014)

Statistical models for natural scene data. - Jyri J. Kivinen (2014)

A Novel Variational Autoencoder with Applications to Generative Modelling, Classification, and Ordinal Regression. - Joel Jaskari; Jyri J. Kivinen (CoRR, 2018)

Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading. - Jaakko Sahlsten; Joel Jaskari; Jyri J. Kivinen; Lauri Turunen; Esa Jaanio; Kustaa Hietala; Kimmo Kaski (CoRR, 2019)