Deep Self-Taught Learning for Handwritten Character Recognition - Frédéric Bastien; Yoshua Bengio; Arnaud Bergeron; Nicolas Boulanger-Lewandowski; Thomas M. Breuel; Youssouf Chherawala; Moustapha Cissé; Myriam Côté; Dumitru Erhan; Jeremy Eustache; Xavier Glorot; Xavier Muller; et al. (CoRR, 2010)

Learning the velocity kinematics of ICUB for model-based control: XCSF versus LWPR. - Guillaume Sicard; Camille Salaün; Serena Ivaldi; Vincent Padois; Olivier Sigaud (Humanoids, 2011)

Deep Learners Benefit More from Out-of-Distribution Examples. - Yoshua Bengio; Frédéric Bastien; Arnaud Bergeron; Nicolas Boulanger-Lewandowski; Thomas M. Breuel; Youssouf Chherawala; Moustapha Cissé; Myriam Côté; Dumitru Erhan; Jeremy Eustache; Xavier Glorot; Xavier Muller; et al. (AISTATS, 2011)

DeepAPT: Nation-State APT Attribution Using End-to-End Deep Neural Networks. - Ishai Rosenberg; Guillaume Sicard; Eli (Omid) David (ICANN (2), 2017)

DeepOrigin: End-To-End Deep Learning For Detection Of New Malware Families. - Ilay Cordonsky; Ishai Rosenberg; Guillaume Sicard; Eli (Omid) David (IJCNN, 2018)

End-to-End Deep Neural Networks and Transfer Learning for Automatic Analysis of Nation-State Malware. - Ishai Rosenberg; Guillaume Sicard; Eli (Omid) David (Entropy, 2018)

Generating End-to-End Adversarial Examples for Malware Classifiers Using Explainability. - Ishai Rosenberg; Shai Meir; Jonathan Berrebi; Ilay Gordon; Guillaume Sicard; Eli (Omid) David (IJCNN, 2020)