Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels

Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels

28 March 2023

Teodora Popordanoska

Matthew B. Blaschko

Papers citing "Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels"

7 / 7 papers shown

Title
Accurate Pocket Identification for Binding-Site-Agnostic Docking Y. Balytskyi Inna Hubenko A. Balytska Christopher V. Kelly 58 0 0 04 Feb 2025
3DDX: Bone Surface Reconstruction from a Single Standard-Geometry Radiograph via Dual-Face Depth Estimation Yi Gu Y. Otake Keisuke Uemura Masaki Takao Mazen Soufi S. Okada Nobuhiko Sugano Hugues Talbot Yoshinobu Sato 26 2 0 25 Sep 2024
Image-level Regression for Uncertainty-aware Retinal Image Segmentation Trung Dang Huy Hoang Nguyen A. Tiulpin UQCV 41 0 0 27 May 2024
SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression Trung Dang Huy Hoang Nguyen A. Tiulpin 32 3 0 27 May 2024
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels Zifu Wang Xuefei Ning Matthew B. Blaschko VLM 30 12 0 11 Feb 2023
Do We Really Need Dice? The Hidden Region-Size Biases of Segmentation Losses Bingyuan Liu Jose Dolz Adrian Galdran Riadh Kobbi Ismail Ben Ayed 27 15 0 18 Apr 2021
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015