Texture Synthesis Using Shallow Convolutional Networks with Random Filters. - Ivan Ustyuzhaninov; Wieland Brendel; Leon A. Gatys; Matthias Bethge (CoRR, 2016)

What does it take to generate natural textures? - Ivan Ustyuzhaninov; Wieland Brendel; Leon A. Gatys; Matthias Bethge (ICLR (Poster), 2017)

One-shot Texture Segmentation. - Ivan Ustyuzhaninov; Claudio Michaelis; Wieland Brendel; Matthias Bethge (CoRR, 2018)

Sequence Alignment with Dirichlet Process Mixtures. - Ieva Kazlauskaite; Ivan Ustyuzhaninov; Carl Henrik Ek; Neill D. F. Campbell (CoRR, 2018)

One-Shot Instance Segmentation. - Claudio Michaelis; Ivan Ustyuzhaninov; Matthias Bethge; Alexander S. Ecker (CoRR, 2018)

Accurate, reliable and fast robustness evaluation. - Wieland Brendel; Jonas Rauber; Matthias Kümmerer; Ivan Ustyuzhaninov; Matthias Bethge (NeurIPS, 2019)

Monotonic Gaussian Process Flow. - Ivan Ustyuzhaninov; Ieva Kazlauskaite; Carl Henrik Ek; Neill D. F. Campbell (CoRR, 2019)

Monotonic Gaussian Process Flows. - Ivan Ustyuzhaninov; Ieva Kazlauskaite; Carl Henrik Ek; Neill D. F. Campbell (AISTATS, 2020)

Rotation-invariant clustering of neuronal responses in primary visual cortex. - Ivan Ustyuzhaninov; Santiago A. Cadena; Emmanouil Froudarakis; Paul G. Fahey; Edgar Y. Walker; Erick Cobos; Jacob Reimer; Fabian H. Sinz; Andreas S. Tolias; Matthias Bethge; Alexander S. Ecker (ICLR, 2020)

Compositional uncertainty in deep Gaussian processes. - Ivan Ustyuzhaninov; Ieva Kazlauskaite; Markus Kaiser 001; Erik Bodin; Neill D. F. Campbell; Carl Henrik Ek (UAI, 2020)

Towards causal generative scene models via competition of experts. - Julius von Kügelgen; Ivan Ustyuzhaninov; Peter V. Gehler; Matthias Bethge; Bernhard Schölkopf (CoRR, 2020)

Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding. - David A. Klindt; Lukas Schott; Yash Sharma 001; Ivan Ustyuzhaninov; Wieland Brendel; Matthias Bethge; Dylan M. Paiton (ICLR, 2021)

Image Representations in Deep Neural Networks and their Applications to Neural Data Modelling. - Ivan Ustyuzhaninov (2022)