@incollection{UBHD-68219648, author={Bautista, Miguel and Sanakoyeu, Artsiom and Ommer, Bj{\"o}rn}, title={Deep unsupervised similarity learning using partially ordered sets}, year={2017}, pages={1923-1932}, language={eng}, note={Gesehen am 13.02.2018}, booktitle={2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, editor={O'Conner, Lisa}, doi={10.1109/CVPR.2017.208}, } @article{UBHD-68390358, author={Sanakoyeu, Artsiom and Bautista, Miguel and Ommer, Bj{\"o}rn}, title={Deep unsupervised learning of visual similarities}, year={2018}, pages={331-343}, language={eng}, volume={78}, note={Gesehen am 16.05.2019}, journal={Pattern recognition}, doi={10.1016/j.patcog.2018.01.036}, } @article{UBHD-68995202, author={Sanakoyeu, Artsiom and Ma, Pingchuan and Tschernezki, Vadim and Ommer, Bj{\"o}rn}, title={Improving deep metric learning by divide and conquer}, year={2022}, pages={8306-8320}, language={eng}, issn={1939-3539}, volume={44}, number={11 vom: Nov.}, note={Date of publication: 16 September 2021 ; Gesehen am 09.12.2022}, journal={IEEE transactions on pattern analysis and machine intelligence}, doi={10.1109/TPAMI.2021.3113270}, } @book{UBHD-68724536, author={Sanakoyeu, Artsiom}, title={Visual representation learning with limited supervision}, address={Heidelberg}, year={2021}, pages={1 Online-Ressource (151 Seiten)}, language={eng}, school={Dissertation, Ruprecht-Karls-Universit{\"a}t Heidelberg, 2021}, doi={10.11588/heidok.00029669}, keywords={Maschinelles Sehen / Maschinelles Lernen / Neuronales Netz}, url={https://nbn-resolving.org/urn:nbn:de:bsz:16-heidok-296691}, library={UB}, } @book{UBHD-68750551, author={Sanakoyeu, Artsiom}, organization={Universit{\"a}t Heidelberg}, title={Visual representation learning with limited supervision}, address={Heidelberg}, year={2021}, pages={xiii, 137 Seiten}, language={eng}, school={Dissertation, Ruprecht-Karls-Universit{\"a}t Heidelberg, 2021}, keywords={Maschinelles Sehen / Maschinelles Lernen / Neuronales Netz}, library={UB [Signatur: 2021 U 513] ; MA [Signatur: Diss. Sanak]}, }