Ousmane Amadou Dia

Publications

Adversarial Functionality-Preserving Training in the Malware Domain. Ousmane Amadou Dia. At Workshop at the Neural Information Processing Systems (NeurIPS), 2019.

Retrieving Signals in the Frequency Domain with Deep Complex Extractors. Chiheb Trabelsi, Olexa Bilaniuk, Ousmane Amadou Dia, Ying Zhang, Mirco Ravanelli, Jonathan Binas, Negar Rostamzadeh, Christopher Pal. At Workshop at the Neural Information Processing Systems (NeurIPS), 2019.

Semantics Preserving Adversarial Learning. Ousmane Amadou Dia, Elnaz Barshan, Reza Babanezhad. At ArXiv, 2019.

Bayesian Model-Agnostic Meta-Learning. Taesup Kim, Jaesik Yoon, Ousmane Amadou Dia, Sungwoong Kim, Yoshua Bengio, Sungjin Ahn. At Montreal AI Symposium (MAIS), 2018.