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Filters: Keyword is Transfer Learning  [Clear All Filters]
2021
N. P. TzavaraTzavara and B. Singstad. Transfer Learning in Polyp and Endoscopic Tool Segmentation from Colonoscopy Images In Nordic Machine Intelligence, Edited by M. Riegler, S. Hicks, P. Halvorsen and V. Thambawita. Vol. 1. Nordic Machine Intelligence, 2021.
K. Sahinbas and F. O. Catak. "Transfer learning-based convolutional neural network for COVID-19 detection with X-ray images." In Data Science for COVID-19, edited by U. Kose, D. Gupta, V. H. C. de Albuquerque and A. Khanna, 451-466. Academic Press, 2021.PDF icon 3-s2.0-b9780128245361000034-main.pdf (2.1 MB)
2018
R. Borgli, P. Halvorsen and M. Riegler. Automatic Hyperparameter Optimization in Keras for the MediaEval 2018 Medico Multimedia Task In Working Notes Proceedings of the MediaEval 2018 Workshop. CEUR Workshop Proceedings (CEUR-WS.org), 2018.PDF icon rune_mediaeval_final.pdf (1.22 MB)
R. Borgli. Hyperparameter optimization using Bayesian optimization on transfer learning for medical image classification In The University of Oslo., 2018.PDF icon master-thesis.pdf (20.39 MB)
V. Thambawita, D. Jha, M. Riegler, P. Halvorsen, H. L. Hammer, H. D. Johansen and D. Johansen. The Medico-Task 2018: Disease Detection in the Gastrointestinal Tract using Global Features and Deep Learning In MediaEval 2018. Nice, France: MediaEval, 2018.PDF icon mediaeval_team_dv_10.pdf (374.73 KB)