13 citations · 13 across the 3 of their papers we have counts for
3 papers
eess.IV2023
Domain Agnostic Image-to-image Translation using Low-Resolution Conditioning
Mohamed Abid, Arman Afrasiyabi, Ihsen Hedhli +2
Generally, image-to-image translation (i2i) methods aim at learning mappings across domains with the assumption that the images used for translation share content (e.g., pose) but…
cs.LG2023
Improved Robustness Against Adaptive Attacks With Ensembles and Error-Correcting Output Codes
Thomas Philippon, Christian Gagné
Neural network ensembles have been studied extensively in the context of adversarial robustness and most ensemble-based approaches remain vulnerable to adaptive attacks. In this pa…
cs.NE2016★ 13 cited
Alternating Direction Method of Multipliers for Sparse Convolutional Neural Networks
Farkhondeh Kiaee, Christian Gagné, Mahdieh Abbasi
The storage and computation requirements of Convolutional Neural Networks (CNNs) can be prohibitive for exploiting these models over low-power or embedded devices. This paper reduc…