17 citations · 25 across the 3 of their papers we have counts for
3 papers
Enhanced Dermatology Image Quality Assessment via Cross-Domain Training
Ignacio Hernández Montilla, Alfonso Medela, Paola Pasquali +5
Teledermatology has become a widely accepted communication method in daily clinical practice, enabling remote care while showing strong agreement with in-person visits. Poor image…
Biomedical image analysis competitions: The state of current participation practice
Matthias Eisenmann, Annika Reinke, Vivienn Weru +352
The number of international benchmarking competitions is steadily increasing in various fields of machine learning (ML) research and practice. So far, however, little is known abou…
Constellation Loss: Improving the efficiency of deep metric learning loss functions for optimal embedding
Alfonso Medela, Artzai Picon
Metric learning has become an attractive field for research on the latest years. Loss functions like contrastive loss, triplet loss or multi-class N-pair loss have made possible ge…