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Ngoc-Son Vu

2 accepted papers

2023

SeeABLE: Soft Discrepancies and Bounded Contrastive Learning for Exposing Deepfakes

ICCV 2023poster

Modern deepfake detectors have achieved encouraging results, when training and test images are drawn from the same data collection. However, when these detectors are applied to images produced with unknown deepfake-generation techniques, considerable performance degradations are commonly observed. I…

Cited by 33PDFcodeScholar
2022

Online Task-Free Continual Learning with Dynamic Sparse Distributed Memory

ECCV 2022poster

"This paper addresses the very challenging problem of online task-free continual learning in which a sequence of new tasks is learned from non-stationary data using each sample only once for training and without knowledge of task boundaries. We propose in this paper an efficient semi-distributed ass…