3 papers
eess.IV2023
A Hierarchical Transformer Encoder to Improve Entire Neoplasm Segmentation on Whole Slide Image of Hepatocellular Carcinoma
Zhuxian Guo, Qitong Wang, Henning Müller +3
In digital histopathology, entire neoplasm segmentation on Whole Slide Image (WSI) of Hepatocellular Carcinoma (HCC) plays an important role, especially as a preprocessing filter t…
cs.LG2022
Fine-tune your Classifier: Finding Correlations With Temperature
Benjamin Chamand, Olivier Risser-Maroix, Camille Kurtz +2
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 mode…
cs.CV2022
Learning an Adaptation Function to Assess Image Visual Similarities
Olivier Risser-Maroix, Amine Marzouki, Hala Djeghim +2
Human perception is routinely assessing the similarity between images, both for decision making and creative thinking. But the underlying cognitive process is not really well under…