Search Results for author: Camille Kurtz

Found 4 papers, 2 papers with code

A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Image of Hepatocellular Carcinoma

no code implementations11 Jul 2023 Zhuxian Guo, Qitong Wang, Henning Müller, Themis Palpanas, Nicolas Loménie, Camille Kurtz

In digital histopathology, entire neoplasm segmentation on Whole Slide Image (WSI) of Hepatocellular Carcinoma (HCC) plays an important role, especially as a preprocessing filter to automatically exclude healthy tissue, in histological molecular correlations mining and other downstream histopathological tasks.

Segmentation

Fine-tune your Classifier: Finding Correlations With Temperature

no code implementations18 Oct 2022 Benjamin Chamand, Olivier Risser-Maroix, Camille Kurtz, Philippe Joly, Nicolas Loménie

Temperature is a widely used hyperparameter in various tasks involving neural networks, such as classification or metric learning, whose choice can have a direct impact on the model performance.

Hyperparameter Optimization Metric Learning

Learning an Adaptation Function to Assess Image Visual Similarities

1 code implementation3 Jun 2022 Olivier Risser-Maroix, Amine Marzouki, Hala Djeghim, Camille Kurtz, Nicolas Lomenie

As a consequence, such features are powerful to compare semantically related images but not really efficient to compare images visually similar but semantically unrelated.

Image Categorization Image Similarity Search +2

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