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cs.CV2026
Initialization matters in few-shot adaptation of vision-language models for histopathological image classification
Pablo Meseguer, Rocío del Amor, Valery Naranjo
Vision language models (VLM) pre-trained on datasets of histopathological image-caption pairs enabled zero-shot slide-level classification. The ability of VLM image encoders to ext…
cs.CV2025
Defect Segmentation in OCT scans of ceramic parts for non-destructive inspection using deep learning
Andrés Laveda-Martínez, Natalia P. García-de-la-Puente, Fernando García-Torres +6
Non-destructive testing (NDT) is essential in ceramic manufacturing to ensure the quality of components without compromising their integrity. In this context, Optical Coherence Tom…
cs.CV2024
Siamese Content-based Search Engine for a More Transparent Skin and Breast Cancer Diagnosis through Histological Imaging
Zahra Tabatabaei, Adrián Colomer, JAvier Oliver Moll +1
Computer Aid Diagnosis (CAD) has developed digital pathology with Deep Learning (DL)-based tools to assist pathologists in decision-making. Content-Based Histopathological Image Re…