Teach Me to Segment with Mixed Supervision: Confident Students Become Masters

von Dolz, Jose
Veröffentlicht in IPMI (27. : 2021 : Online) Information processing in medical imaging (2021)

Test-Time Adaptation with Shape Moments for Image Segmentation

von Bateson, Mathilde
Veröffentlicht in International Conference on Medical Image Computing and Computer Assisted Intervention (25. : 2022 : Singapur; Online) Medical image computing and computer assisted intervention - MICCAI 2022 ; Part 4 (2022)

Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation

von Silva-Rodriguez, Julio
Veröffentlicht in International Skin Imaging Collaboration Workshop (8. : 2023 : Vancouver) Medical image computing and computer assisted intervention - MICCAI 2023 workshops (2023)

LAPLACIAN REGULARIZED FEW-SHOT LEARNING

von Ziko, Imtiaz Masud
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 15 of 15 (2021)

Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images

von Galdran, Adrian
Veröffentlicht in MICCAI (23. : 2020 : Online) Medical image computing and computer assisted intervention - MICCAI 2020 ; Part 5 (2020)

INFORMATION MAXIMIZATION FOR FEW-SHOT LEARNING

von Boudiaf, Malik
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 4 of 27 (2021)

Exploring the Transferability of a Foundation Model for Fundus Images: Application to Hypertensive Retinopathy

von Silva-Rodriguez, Julio
Veröffentlicht in CGI (40. : 2023 : Schanghai; Online) Advances in computer graphics ; Part 3 (2024)

A Unifying Mutual Information View of Metric Learning: Cross-Entropy vs. Pairwise Losses

von Boudiaf, Malik
Veröffentlicht in ECCV (16. : 2020 : Online) Computer vision - ECCV 2020 ; Part 6 (2020)