COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical
Image Segmentation

COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation

22 July 2023

Hao Li

Benoit M. Dawant

Papers citing "COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation"

4 / 4 papers shown

Title
$Warm Start Active Learning with Proxy Labels \& Selection via Semi-Supervised Fine-Tuning$ Warm Start Active Learning with Proxy Labels \& Selection via Semi-Supervised Fine-Tuning V. Nath Dong Yang H. Roth Daguang Xu 31 24 0 13 Sep 2022
Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets Guy Hacohen Avihu Dekel D. Weinshall 110 81 0 06 Feb 2022
Cold-start Active Learning through Self-supervised Language Modeling Michelle Yuan Hsuan-Tien Lin Jordan L. Boyd-Graber 104 180 0 19 Oct 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,042 0 06 Jun 2015