Ivan Ustyuzhaninov

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 15

Top Topics

Natural Textures

Gaussian Processes

Texture Segmentation

Hyperparameters

Top Venues

Publications

David A. Klindt, Lukas Schott, Yash Sharma, Ivan Ustyuzhaninov, Wieland Brendel, Matthias Bethge, Dylan M. Paiton
Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding. ICLR (2021)
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
Rotation-invariant clustering of neuronal responses in primary visual cortex. ICLR (2020)
Ivan Ustyuzhaninov, Ieva Kazlauskaite, Carl Henrik Ek, Neill D. F. Campbell
Monotonic Gaussian Process Flows. AISTATS (2020)
David Klindt, Lukas Schott, Yash Sharma, Ivan Ustyuzhaninov, Wieland Brendel, Matthias Bethge, Dylan M. Paiton
Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding. CoRR (2020)
Ivan Ustyuzhaninov, Ieva Kazlauskaite, Markus Kaiser, Erik Bodin, Neill D. F. Campbell, Carl Henrik Ek
Compositional uncertainty in deep Gaussian processes. UAI (2020)
Julius von Kügelgen, Ivan Ustyuzhaninov, Peter V. Gehler, Matthias Bethge, Bernhard Schölkopf
Towards causal generative scene models via competition of experts. CoRR (2020)
Wieland Brendel, Jonas Rauber, Matthias Kümmerer, Ivan Ustyuzhaninov, Matthias Bethge
Accurate, reliable and fast robustness evaluation. CoRR (2019)
Ivan Ustyuzhaninov, Ieva Kazlauskaite, Markus Kaiser, Erik Bodin, Neill D. F. Campbell, Carl Henrik Ek
Compositional uncertainty in deep Gaussian processes. CoRR (2019)
Wieland Brendel, Jonas Rauber, Matthias Kümmerer, Ivan Ustyuzhaninov, Matthias Bethge
Accurate, reliable and fast robustness evaluation. NeurIPS (2019)
Ivan Ustyuzhaninov, Ieva Kazlauskaite, Carl Henrik Ek, Neill D. F. Campbell
Monotonic Gaussian Process Flow. CoRR (2019)
Claudio Michaelis, Ivan Ustyuzhaninov, Matthias Bethge, Alexander S. Ecker
One-Shot Instance Segmentation. CoRR (2018)
Ieva Kazlauskaite, Ivan Ustyuzhaninov, Carl Henrik Ek, Neill D. F. Campbell
Sequence Alignment with Dirichlet Process Mixtures. CoRR (2018)
Ivan Ustyuzhaninov, Claudio Michaelis, Wieland Brendel, Matthias Bethge
One-shot Texture Segmentation. CoRR (2018)
Ivan Ustyuzhaninov, Wieland Brendel, Leon A. Gatys, Matthias Bethge
What does it take to generate natural textures? ICLR (Poster) (2017)
Ivan Ustyuzhaninov, Wieland Brendel, Leon A. Gatys, Matthias Bethge
Texture Synthesis Using Shallow Convolutional Networks with Random Filters. CoRR (2016)