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Konstantinos Bousmalis | Researchclopedia

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Konstantinos Bousmalis

Google (United States)

47

Works

4,161

Citations

16

h-index

20

i10-index

Research Topics

Domain Adaptation and Few-Shot Learning Reinforcement Learning in Robotics Robot Manipulation and Learning

Affiliations

Google (United States)2015–2025

Lafayette College2005–2005

DeepMind (United Kingdom)2019–2025

Google (United Kingdom)2016–2020

Imperial College London2009–2015

Top Works

Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks

Konstantinos Bousmalis,Nathan Silberman,et al.

20171,620 citations

Multimodal Machine Learning Applications

Face and Expression Recognition

Domain Separation Networks

Konstantinos Bousmalis,George Trigeorgis,et al.

2016765 citations

Domain Separation Networks

Konstantinos Bousmalis,George Trigeorgis,et al.

2016587 citations

A Deep Matrix Factorization Method for Learning Attribute Representations

George Trigeorgis,Konstantinos Bousmalis,et al.

2016356 citations

A Deep Semi-NMF Model for Learning Hidden Representations

George Trigeorgis,Konstantinos Bousmalis,et al.

2014143 citations

Towards the automatic detection of spontaneous agreement and disagreement based on nonverbal behaviour: A survey of related cues, databases, and tools

Konstantinos Bousmalis,Marc Méhu,et al.

201275 citations

Spotting agreement and disagreement: A survey of nonverbal audiovisual cues and tools

Konstantinos Bousmalis,Marc Méhu,et al.

200974 citations

Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks

Konstantinos Bousmalis,Nathan Silberman,et al.

201672 citations

XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings

Amélie Royer,Konstantinos Bousmalis,et al.

202068 citations