The Engineering of AI Evaluation and Scoring: Overview and Insights. - Henri Sohier; Jean-Philippe Faure; Sebastian Hallensleben; Philippe Streiff; Stephen Creff; Emilie Hien; Juliette Mattioli; Serkan Odabas; Romane Vernhes (SysCon, 2025)

VaViM and VaVAM: Autonomous Driving through Video Generative Modeling. - Florent Bartoccioni; Elias Ramzi; Victor Besnier; Shashanka Venkataramanan; Tuan-Hung Vu; Yihong Xu; Loïck Chambon; Spyros Gidaris; Serkan Odabas; David Hurych; Renaud Marlet; Alexandre Boulch; et al. (CoRR, 2025)