Ilyass El Allali

anomaly detection, image segmentation, deep learning medical imaging, lesion segmentation, convolutional neural networks unsupervised learning, anomaly localization, autoencoders semantic segmentation, industrial defect detection, computer vision weakly supervised learning, anomaly segmentation, representation learning U-Net architectures, biomedical image analysis, irregularity segmentation vision transformers, anomaly segmentation, self-attention mechanisms out-of-distribution detection, pixel-level anomaly maps, generative models contrastive learning, segmentation of rare events, feature embedding change detection, remote sensing imagery, anomaly segmentation

2021 – Present

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