Konstantinos Bousmalis
Google (United States)(US)DeepMind (United Kingdom)(GB)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Reinforcement Learning in Robotics, Robot Manipulation and Learning, Multimodal Machine Learning Applications, Face and Expression Recognition
Most-Cited Works
- → Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks(2017)1,620 cited
- Domain Separation Networks(2016)
- → A Deep Matrix Factorization Method for Learning Attribute Representations(2016)356 cited
- A Deep Semi-NMF Model for Learning Hidden Representations(2014)
- → Towards the automatic detection of spontaneous agreement and disagreement based on nonverbal behaviour: A survey of related cues, databases, and tools(2012)75 cited
- → Spotting agreement and disagreement: A survey of nonverbal audiovisual cues and tools(2009)74 cited
- → XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings(2020)68 cited
- → Modeling hidden dynamics of multimodal cues for spontaneous agreement and disagreement recognition