Apprentissage semi-supervisé d’un système tutoriel intelligent pour l’e-éducation par la production de dessin/croquis
PhD Student: Swan Serre Supervisors: Eric Anquetil, Nathalie Girard
Category: On-going thesis
Self-adaptive handwriting recognition using self-supervised learning
The aim of this thesis will be to look at self-supervised learning in order to take advantage of unsu-pervised examples for handwriting recognition. In recent years, a great deal of work has focused onself-supervised approaches for network pre-training. Starting with a pretext task that does not requiremanual annotation, the model…
External language models and rejection capabilities for text recognition in difficult conditions
Shadoc team works with the ANTAI national agency on text recognition by reducingsyntactic bias modeling and integrating knowledge into models. This work is appliedto license plates and handwritten documents.
Self-adaptive handwriting recognition using self-supervised learning
The aim of this thesis will be to look at self-supervised learning in order to take advantage of unsu-pervised examples for handwriting recognition. In recent years, a great deal of work has focused onself-supervised approaches for network pre-training. Starting with a pretext task that does not requiremanual annotation, the model…
External language models and rejection capabilities for text recognition in difficult conditions
Shadoc team works with the ANTAI national agency on text recognition by reducingsyntactic bias modeling and integrating knowledge into models. This work is appliedto license plates and handwritten documents.