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cs.CV2023★ 1 cited
SAMCLR: Contrastive pre-training on complex scenes using SAM for view sampling
Benjamin Missaoui, Chongbin Yuan
In Computer Vision, self-supervised contrastive learning enforces similar representations between different views of the same image. The pre-training is most often performed on ima…
cs.CV2022★ 8 cited
Data refinement for fully unsupervised visual inspection using pre-trained networks
Antoine Cordier, Benjamin Missaoui, Pierre Gutierrez
Anomaly detection has recently seen great progress in the field of visual inspection. More specifically, the use of classical outlier detection techniques on features extracted by…