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Interactive Grounded Language Understanding – IGLU
A) In order to facilitate developmental learning in neural networks, the networks have to be aware of whether they do or don't know some information, i.e. the networks require some notion of certainty/uncertainty. Such a metric was not readily available at the beginning of the project, and was devel
Secure Codes to Thwart Cyber-physical Attacks – SECODE
In this project, we specify and design error correction codes suitable for an efficient protection of sensitive information in the context of Internet of Things (IoT) and connected objects. Such codes mitigate passive attacks, like memory disclosure, and active attacks, like stack smashing. The inno
Multimodal Multilingual Continuous Representation for Human Language Understanding – M2CR
Communication is one of the necessary condition to develop intelligence in living beings. Humans use several modalities to exchange information: speech, written text, both in many languages, gestures, images, and many more. There is evidence that human learning is more effective when several modalit
MUltimodal processing of Spatial and TEmporal expRessions – MUSTER
The MUSTER project is a fundamental pilot research project which introduces a new multi-modal framework for the machine-readable representation of meaning. The focus of MUSTER lies on exploiting visual and perceptual input in the form of images and videos coupled with textual modality for building s
COnsumer-centric Privacy in smart Energy gridS – COPES
Smart meters have the capability to measure and record consumption data at a high time resolution and communicate such data to the energy provider. This provides the opportunity to better monitor and control the power grid and to enable demand response at the residential level. This not only improve
ArTificial Language uNdersTanding In robotS – ATLANTIS
ATLANTIS attempts to understand and model the very first stages in grounded language learning, as we see in children until the age of three: how pointing or other symbolic gestures emerge from the ontogenetic ritualization of instrumental actions, how words are learned very fast in contextualized la
Access Multilingual Information opinionS – AMIS
With the growth of the information in different media such as TV programs or internet, a new issue arises. How a user can access to the information which is expressed in a foreign language? The idea of the project is to develop a multilingual help system of understanding without any human being in