Konstantinos Bousmalis

According to our database1, Konstantinos Bousmalis authored at least 22 papers between 2004 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


On csauthors.net:


Sim-to-Real via Sim-to-Sim: Data-efficient Robotic Grasping via Randomized-to-Canonical Adaptation Networks.
CoRR, 2018

Unsupervised Multi-Target Domain Adaptation: An Information Theoretic Approach.
CoRR, 2018

Using Simulation and Domain Adaptation to Improve Efficiency of Deep Robotic Grasping.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

A Deep Matrix Factorization Method for Learning Attribute Representations.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

XGAN: Unsupervised Image-to-Image Translation for many-to-many Mappings.
CoRR, 2017

Using Simulation and Domain Adaptation to Improve Efficiency of Deep Robotic Grasping.
CoRR, 2017

Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Domain Separation Networks.
CoRR, 2016

Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks.
CoRR, 2016

Domain Separation Networks.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Variational Infinite Hidden Conditional Random Fields.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

A deep matrix factorization method for learning attribute representations.
CoRR, 2015

Infinite hidden conditional random fields for the recognition of human behaviour.
PhD thesis, 2014

A Deep Semi-NMF Model for Learning Hidden Representations.
Proceedings of the 31th International Conference on Machine Learning, 2014

Infinite Hidden Conditional Random Fields for Human Behavior Analysis.
IEEE Trans. Neural Netw. Learning Syst., 2013

Towards the automatic detection of spontaneous agreement and disagreement based on nonverbal behaviour: A survey of related cues, databases, and tools.
Image Vision Comput., 2013

Variational Hidden Conditional Random Fields with Coupled Dirichlet Process Mixtures.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Modeling hidden dynamics of multimodal cues for spontaneous agreement and disagreement recognition.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Spotting agreement and disagreement: A survey of nonverbal audiovisual cues and tools.
Proceedings of the Affective Computing and Intelligent Interaction, 2009

Improving Evolutionary Algorithms with Scouting: High-Dimensional Problems.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

Improving Evolutionary Algorithms with Scouting.
Proceedings of the Progress in Artificial Intelligence, 2007

A scouting-inspired evolutionary algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004