We consider the combinatorial bandits problem with semi-bandit feedback under finite
sampling budget constraints, in which the learner can carry out its action only for a limited …

This dissertation addresses visual scene understanding and enhances segmentation
performance and generalization, training efficiency of networks, and holistic understanding …

Scene understanding is an indispensable part of any autonomous system that needs to
sense its surroundings to navigate and plan actions safely. The recent leaps in autonomous …

Range search is a crucial problem in computer science, particularly in database systems.
Existing algorithms for multidimensional range searches typically rely on fully sorted data or …

The rapid growth in population, combined with the increased mobility of people has created
a need for sophisticated identity management systems. For this purpose, biometrics refers to …

IDEMIA is the leading company in biometric identification and security, as well as secure
payments. The company is a merger of the companies Morpho and Oberthur Technologies …