Ivan Ustyuzhaninov

According to our database, Ivan Ustyuzhaninov authored at least 13 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Image Representations in Deep Neural Networks and their Applications to Neural Data Modelling.

Ivan Ustyuzhaninov

PhD thesis, 2022

2021

Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding.

David A. Klindt, Lukas Schott, Yash Sharma, Ivan Ustyuzhaninov, Wieland Brendel, Matthias Bethge, Dylan M. Paiton

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Towards causal generative scene models via competition of experts.

Julius von Kügelgen, Ivan Ustyuzhaninov, Peter V. Gehler, Matthias Bethge, Bernhard Schölkopf

CoRR, 2020

Compositional uncertainty in deep Gaussian processes.

Ivan Ustyuzhaninov, Ieva Kazlauskaite, Markus Kaiser, Erik Bodin, Neill D. F. Campbell, Carl Henrik Ek

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 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

Proceedings of the 8th International Conference on Learning Representations, 2020

Monotonic Gaussian Process Flows.

Ivan Ustyuzhaninov, Ieva Kazlauskaite, Carl Henrik Ek, Neill D. F. Campbell

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Monotonic Gaussian Process Flow.

Ivan Ustyuzhaninov, Ieva Kazlauskaite, Carl Henrik Ek, Neill D. F. Campbell

CoRR, 2019

Accurate, reliable and fast robustness evaluation.

Wieland Brendel, Jonas Rauber, Matthias Kümmerer, Ivan Ustyuzhaninov, Matthias Bethge

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

One-Shot Instance Segmentation.

Claudio Michaelis, Ivan Ustyuzhaninov, Matthias Bethge, Alexander S. Ecker

CoRR, 2018

Sequence Alignment with Dirichlet Process Mixtures.

Ieva Kazlauskaite, Ivan Ustyuzhaninov, Carl Henrik Ek, Neill D. F. Campbell

CoRR, 2018

One-shot Texture Segmentation.

Ivan Ustyuzhaninov, Claudio Michaelis, Wieland Brendel, Matthias Bethge

CoRR, 2018

2017

What does it take to generate natural textures?

Ivan Ustyuzhaninov, Wieland Brendel, Leon A. Gatys, Matthias Bethge

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

Texture Synthesis Using Shallow Convolutional Networks with Random Filters.

Ivan Ustyuzhaninov, Wieland Brendel, Leon A. Gatys, Matthias Bethge

CoRR, 2016