Concepedia

Konstantinos Bousmalis

KB

20

Publications

4.1K

Citations

16

H-Index

2009

Active since

Affiliations

Google (United States)(Current)

Imperial College London

Google DeepMind (United Kingdom)

Google (United Kingdom)

University of Twente

Konstantinos Bousmalis is an author at Google (United States) specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringMachine LearningComputer ScienceData ScienceDeep LearningArtificial IntelligenceRobot LearningComputer VisionDomain AdaptationMachine Vision

Publications per year

2009–2022

20

Publications

20

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

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