Publications by Y. Sharma

Preprints


R. S. Zimmermann, Y. Sharma, S. Schneider, M. Bethge, and W. Brendel
Contrastive Learning Inverts the Data Generating Process
arXiv, 2021
Code, URL, BibTex

Journal Articles


M. A. Weis, K. Chitta, Y. Sharma, W. Brendel, M. Bethge, A. Geiger, and A. S. Ecker
Benchmarking Unsupervised Object Representations for Video Sequences
Journal of Machine Learning Research, 22, 1-61, 2021
Code, URL, BibTex
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
University of Tuebingen BCCN CIN MPI