Van Messem, Arnout

4 publications

MLJ 2025 Re-Assessing Accuracy Degradation: A Framework for Understanding DNN Behavior on Similar-but-Non-Identical Test Datasets Esla Timothy Anzaku, Haohan Wang, Ajiboye Babalola, Arnout Van Messem, Wesley De Neve

TMLR 2023 Know Your Self-Supervised Learning: A Survey on Image-Based Generative and Discriminative Training Utku Ozbulak, Hyun Jung Lee, Beril Boga, Esla Timothy Anzaku, Ho-min Park, Arnout Van Messem, Wesley De Neve, Joris Vankerschaver

NeurIPSW 2021 Evaluating Adversarial Attacks on ImageNet: A Reality Check on Misclassification Classes Utku Ozbulak, Maura Pintor, Arnout Van Messem, Wesley De Neve

JMLR 2008 Bouligand Derivatives and Robustness of Support Vector Machines for Regression Andreas Christmann, Arnout Van Messem