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ORCIDIvan Ustyuzhaninov
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2020 – today
- 2022
[b1]Ivan Ustyuzhaninov:
Image Representations in Deep Neural Networks and their Applications to Neural Data Modelling. University of Tübingen, Germany, 2022- 2021
- [c6]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 - 2020
- [c5]Ivan Ustyuzhaninov, Ieva Kazlauskaite, Carl Henrik Ek, Neill D. F. Campbell:
Monotonic Gaussian Process Flows. AISTATS 2020: 3057-3067 - [c4]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 - [c3]Ivan Ustyuzhaninov, Ieva Kazlauskaite, Markus Kaiser, Erik Bodin, Neill D. F. Campbell, Carl Henrik Ek:
Compositional uncertainty in deep Gaussian processes. UAI 2020: 480-489 - [i9]Julius von Kügelgen, Ivan Ustyuzhaninov, Peter V. Gehler, Matthias Bethge, Bernhard Schölkopf:
Towards causal generative scene models via competition of experts. CoRR abs/2004.12906 (2020) - [i8]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. CoRR abs/2007.10930 (2020)
2010 – 2019
- 2019
- [c2]Wieland Brendel, Jonas Rauber, Matthias Kümmerer, Ivan Ustyuzhaninov, Matthias Bethge:
Accurate, reliable and fast robustness evaluation. NeurIPS 2019: 12841-12851 - [i7]Ivan Ustyuzhaninov, Ieva Kazlauskaite, Carl Henrik Ek, Neill D. F. Campbell:
Monotonic Gaussian Process Flow. CoRR abs/1905.12930 (2019) - [i6]Wieland Brendel, Jonas Rauber, Matthias Kümmerer, Ivan Ustyuzhaninov, Matthias Bethge:
Accurate, reliable and fast robustness evaluation. CoRR abs/1907.01003 (2019) - [i5]Ivan Ustyuzhaninov, Ieva Kazlauskaite, Markus Kaiser, Erik Bodin, Neill D. F. Campbell, Carl Henrik Ek:
Compositional uncertainty in deep Gaussian processes. CoRR abs/1909.07698 (2019) - 2018
- [i4]Ivan Ustyuzhaninov, Claudio Michaelis, Wieland Brendel, Matthias Bethge:
One-shot Texture Segmentation. CoRR abs/1807.02654 (2018) - [i3]Ieva Kazlauskaite, Ivan Ustyuzhaninov, Carl Henrik Ek, Neill D. F. Campbell:
Sequence Alignment with Dirichlet Process Mixtures. CoRR abs/1811.10689 (2018) - [i2]Claudio Michaelis, Ivan Ustyuzhaninov, Matthias Bethge, Alexander S. Ecker
:
One-Shot Instance Segmentation. CoRR abs/1811.11507 (2018) - 2017
- [c1]Ivan Ustyuzhaninov, Wieland Brendel, Leon A. Gatys, Matthias Bethge:
What does it take to generate natural textures? ICLR (Poster) 2017 - 2016
- [i1]Ivan Ustyuzhaninov, Wieland Brendel, Leon A. Gatys, Matthias Bethge:
Texture Synthesis Using Shallow Convolutional Networks with Random Filters. CoRR abs/1606.00021 (2016)
Coauthor Index
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