ServiceNow Research

Ismail Ben Ayed

Publications

Automatic Data Augmentation Learning using Bilevel Optimization for Histopathological Images. Saypraseuth Mounsaveng, Issam H. Laradji, David Vazquez, Marco Pedersoli, Ismail Ben Ayed. At ArXiv,  2024.

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Learning Data Augmentation with Online Bilevel Optimization for Image Classification. Saypraseuth Mounsaveng, Issam H. Laradji, Ismail Ben Ayed, David Vazquez, Marco Pedersoli. At Winter Conference on Applications of Computer Vision (WACV),  2021.

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Adversarial Learning of General Transformations for Data Augmentation. Saypraseuth Mounsaveng, David Vazquez, Ismail Ben Ayed, Marco Pedersoli. At Workshop at the International Conference on Learning Representations (ICLR),  2019.

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