Publications
2020
Kluger, F, Brachmann, E, Ackermann, H, Rother, C, Yang, M Ying and Rosenhahn, B (2020).
CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus.
CVPR 2020.
http://arxiv.org/abs/2001.02643
PDF (9.95 MB) Bollweg, S, Haußmann, M, Kasieczka, G, Luchmann, M, Plehn, T and Thompson, J (2020).
Deep-Learning Jets with Uncertainties and More.
SciPost Phys.
8.
https://scipost.org/10.21468/SciPostPhys.8.1.006
Technical Report (1.65 MB) Haller, S, Prakash, M, Hutschenreiter, L, Pietzsch, T, Rother, C, Jug, F, Swoboda, P and Savchynskyy, B (2020).
A Primal-Dual Solver for Large-Scale Tracking-by-Assignment.
AISTATS 2020
PDF (1.04 MB) Roth, K, Milbich, T, Sinha, S, Gupta, P, Ommer, B and Cohen, J Paul (2020).
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning.
International Conference on Machine Learning (ICML).
https://arxiv.org/pdf/2002.08473.pdf Mustikovela, S K, Jampani, V, De Mello, S, Liu, S, Iqbal, U, Rother, C and Kautz, J (2020).
Self-Supervised Viewpoint Learning From Image Collections.
CONSAC.
https://github.com/NVlabs/SSV
PDF (8.77 MB) Pages