Comparison of Deep Learning Approaches for Protective Behaviour Detection Under Class Imbalance from MoCap and EMG data. - Karim Radouane; Andon Tchechmedjiev; Binbin Xu 002; Sébastien Harispe (ACII (Workshops and Demos), 2021)

Guided Attention for Interpretable Motion Captioning. - Karim Radouane; Julien Lagarde; Sylvie Ranwez; Andon Tchechmedjiev (BMVC, 2024)

Transformer with Controlled Attention for Synchronous Motion Captioning. - Karim Radouane; Sylvie Ranwez; Julien Lagarde; Andon Tchechmedjiev (CoRR, 2024)

Motion2language, unsupervised learning of synchronized semantic motion segmentation. - Karim Radouane; Andon Tchechmedjiev; Julien Lagarde; Sylvie Ranwez (Neural Comput. Appl., 2024)

Attention for Human Motion Captioning : Towards an Interpretable Semantic Motion Segmentation and Analysis. (Mécanisme d'attention pour le sous-titrage du mouvement humain : Vers une segmentation sémantique et analyse du mouvement interprétables). - Karim Radouane (2024)

MB-ORES: A Multi-Branch Object Reasoner for Visual Grounding in Remote Sensing. - Karim Radouane; Hanane Azzag; Mustapha Lebbah (CoRR, 2025)