| Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding D Klindt, L Schott, Y Sharma, I Ustyuzhaninov, W Brendel, M Bethge, ... International Conference on Learning Representations (ICLR 2021), 2020 | 147 | 2020 |
| Accurate, reliable and fast robustness evaluation W Brendel, J Rauber, M Kümmerer, I Ustyuzhaninov, M Bethge Advances in neural information processing systems 32, 2019 | 140 | 2019 |
| One-shot instance segmentation C Michaelis, I Ustyuzhaninov, M Bethge, AS Ecker arXiv preprint arXiv:1811.11507, 2018 | 106 | 2018 |
| What does it take to generate natural textures? I Ustyuzhaninov, W Brendel, LA Gatys, M Bethge International Conference on Learning Representations (ICLR 2017), 2017 | 87* | 2017 |
| Towards causal generative scene models via competition of experts J von Kügelgen, I Ustyuzhaninov, P Gehler, M Bethge, B Schölkopf Causal Learning for Decision Making Workshop @ ICLR 2020, 2020 | 42 | 2020 |
| Monotonic Gaussian Process Flow I Ustyuzhaninov, I Kazlauskaite, CH Ek, NDF Campbell International Conference on Artificial Intelligence and Statistics (AISTATS …, 2020 | 24 | 2020 |
| Compositional uncertainty in deep Gaussian processes I Ustyuzhaninov, I Kazlauskaite, M Kaiser, E Bodin, NDF Campbell, CH Ek The Conference on Uncertainty in Artificial Intelligence (UAI 2020), 2020 | 23 | 2020 |
| One-shot texture segmentation I Ustyuzhaninov, C Michaelis, W Brendel, M Bethge arXiv preprint arXiv:1807.02654, 2018 | 17 | 2018 |
| Rotation-invariant clustering of neuronal responses in primary visual cortex I Ustyuzhaninov, SA Cadena, E Froudarakis, PG Fahey, EY Walker, ... International Conference on Learning Representations (ICLR 2020), 2020 | 14 | 2020 |
| Digital twin reveals combinatorial code of non-linear computations in the mouse primary visual cortex I Ustyuzhaninov, MF Burg, SA Cadena, J Fu, T Muhammad, K Ponder, ... bioRxiv, 2022.02. 10.479884, 2022 | 12 | 2022 |
| Sequence Alignment with Dirichlet Process Mixtures I Kazlauskaite, I Ustyuzhaninov, CH Ek, NDF Campbell All of Bayesian Nonparametrics Workshop @ NeurIPS 2018, 2018 | 1 | 2018 |
| Image representations in deep neural networks and their applications to neural data modelling I Ustyuzhaninov Universität Tübingen, 2022 | | 2022 |
| Texture synthesis using random shallow neural networks I Ustyuzhaninov, W Brendel, L Gatys, M Bethge Bernstein Conference 2016, 233-234, 2016 | | 2016 |
| Monotonic Gaussian Process Flows: Supplementary material I Ustyuzhaninov, I Kazlauskaite, CH Ek, NDF Campbell | | |
