Combining pre-trained Vision Transformers and CIDER for Out Of Domain Detection

no code implementations • 6 Sep 2023 • Grégor Jouet, Clément Duhart, Francis Rousseaux, Julio Laborde, Cyril de Runz

Out-of-domain (OOD) detection is a crucial component in industrial applications as it helps identify when a model encounters inputs that are outside the training distribution.

Methodology for Mining, Discovering and Analyzing Semantic Human Mobility Behaviors

no code implementations • 8 Dec 2020 • Clement Moreau, Thomas Devogele, Laurent Etienne, Veronika Peralta, Cyril de Runz

Various institutes produce large semantic datasets containing information regarding daily activities and human mobility.

Clustering Epidemiology