Konstantinos Bousmalis

Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks

Konstantinos Bousmalis, Nathan Silberman, David Dohan et al. · 2017 · 1.6K citations

Target Domain, Engineering, Machine Learning +18

Domain Separation Networks

Konstantinos Bousmalis, George Trigeorgis, Nathan Silberman et al. · arXiv (Cornell University) · 2016 · 765 citations · Full text

Source Separation, Few-shot Learning, Engineering +18

Domain Separation Networks

Konstantinos Bousmalis, George Trigeorgis, Nathan Silberman et al. · arXiv (Cornell University) · 2016 · 588 citations · Full text

Source Separation, Few-shot Learning, Engineering +18

A Deep Matrix Factorization Method for Learning Attribute Representations

George Trigeorgis, Konstantinos Bousmalis, Stefanos Zafeiriou et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 352 citations

Deep Semi-nmf, Machine Learning, Data Science +14

A Deep Semi-NMF Model for Learning Hidden Representations

George Trigeorgis, Konstantinos Bousmalis, Stefanos Zafeiriou et al. · 2014 · 143 citations