Publications by I. Ustyuzhaninov


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
arXiv, 2020
#disentanglement, #independent component analysis, #nonlinear, #deep learning, #computer vision, #benchmarking
Code, URL, 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

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, 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