Publications by I. Ustyuzhaninov

Preprints


I. Ustyuzhaninov, M. F. Burg, S. A. Cadena, J. Fu, T. Muhammad, K. Ponder, E. Froudarakis, Z. Ding, et al.
Digital twin reveals combinatorial code of non-linear computations in the mouse primary visual cortex
bioRxiv, 2022
PDF, BibTex
C. Michaelis, I. Ustyuzhaninov, M. Bethge, and A. S. Ecker
One-Shot Instance Segmentation
arXiv, 2018
Code, URL, BibTex
I. Ustyuzhaninov, C. Michaelis, W. Brendel, and M. Bethge
One-shot Texture Segmentation
arXiv, 2018
Code, URL, BibTex

Journal Articles


D. Klindt, L. Schott, Y. Sharma, I. Ustyuzhaninov, W. Brendel, M. Bethge, and D. Paiton
Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding
International Conference on Learning Representations (ICLR), 2020
#disentanglement, #independent component analysis, #nonlinear, #deep learning, #computer vision, #benchmarking
Code, URL, BibTex

Conference Papers


I. Ustyuzhaninov, S. A. Cadena, E. Froudarakis, P. G. Fahey, E. Y. Walker, E. Cobos, J. Reimer, F. H. Sinz, et al.
Rotation-invariant clustering of functional cell types in primary visual cortex
International Conference on Learning Representations (ICLR), 2020
URL, PDF, BibTex
W. Brendel, J. Rauber, M. Kümmerer, I. Ustyuzhaninov, and M. Bethge
Accurate, reliable and fast robustness evaluation
Advances in Neural Information Processing Systems 32, 2019, 2019
URL, BibTex
University of Tuebingen BCCN CIN MPI