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Explainable AI (XAI) methods aim to describe the decision process of deep neural networks. Early XAI methods produced visual explanations, whereas more recent techniques generate multimodal explanations that include textual information and visual represent ...
The Dependent Object Type (DOT) calculus was designed to put Scala on a sound basis, but while DOT relies on structural subtyping, Scala is a fundamentally class-based language. This impedance mismatch means that a proof of DOT soundness by itself is ...
In the history of education, college represented an alternative to family life. At college, children and adolescents were separated from the care of their parents and integrated into a religious or secular community for their civic or professional educatio ...
This document aims to help ensure consistent use of wellbeing in all work packages and activities of SWICE (Sustainable Wellbeing for the Individual and the Collectivity in the Energy transition). Sustainability is usually defined as a practice that “meets ...
SWICE (Sustainable Wellbeing for the Individual and the Collectivity in the Energy transition)2023
Introduced to enable a wider use of Earth Observation images using natural language, Remote Sensing Visual Question Answering (RSVQA) remains a challenging task, in particular for questions related to counting. To address this specific challenge, we propos ...
La majorité des zones urbaines à travers le monde sont fréquemment touchées par le changement climatique, notamment à travers les effets d'îlots de chaleur ou l'augmentation de la fréquence des inondations. Les villes éponges, concept développé en Chine en ...
Language has shaped human evolution and led to the desire to endow machines with language abilities. Recent advancements in natural language processing enable us to achieve this breakthrough in human-machine interaction. However, introducing conversational ...
Natural language processing has experienced significant improvements with the development of Transformer-based models, which employ self-attention mechanism and pre-training strategies. However, these models still present several obstacles. A notable issue ...
Atypical aspects in speech concern speech that deviates from what is commonly considered normal or healthy. In this thesis, we propose novel methods for detection and analysis of these aspects, e.g. to monitor the temporary state of a speaker, diseases tha ...
PurposeTo perform a systematic review of literature specific to single-fraction stereotactic radiosurgery (SRS) for large vestibular schwannomas (VS), maximum diameter >= 2.5 cm and/or classified as Koos Grade IV, and to present consensus recommendations o ...
