Boosting Semi-supervised Image Segmentation with Global and Local Mutual
Information Regularization

Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization

8 March 2021

Christian Desrosiers

Papers citing "Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization"

10 / 10 papers shown

Title
Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation Shiman Li Haoran Wang Yucong Meng Chenxi Zhang Zhijian Song 45 6 0 07 Feb 2023
Prompt Tuning for Parameter-efficient Medical Image Segmentation Marc Fischer Alexander Bartler Bin Yang SSeg 24 18 0 16 Nov 2022
Representation Learning with Information Theory for COVID-19 Detection Abel Díaz Berenguer Tanmoy Mukherjee M. Bossa Nikos Deligiannis Hichem Sahli OOD 32 3 0 04 Jul 2022
MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation Yash Sharma Sana Syed Donald E. Brown 23 11 0 29 Jun 2022
An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation Hritam Basak R. Bhattacharya Rukhshanda Hussain Agniv Chatterjee 15 21 0 01 Feb 2022
Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 17 120 0 17 Dec 2021
Diversified Multi-prototype Representation for Semi-supervised Segmentation Jizong Peng Christian Desrosiers M. Pedersoli 29 1 0 16 Nov 2021
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation Yinghuan Shi Jian Zhang T. Ling Jiwen Lu Yefeng Zheng Qian Yu Lei Qi Yang Gao UQCV 19 144 0 17 Oct 2021
Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels Jizong Peng Ping Wang Chrisitian Desrosiers M. Pedersoli SSL 31 63 0 29 Jul 2021
Boosting Self-Supervised Learning via Knowledge Transfer M. Noroozi Ananth Vinjimoor Paolo Favaro Hamed Pirsiavash SSL 224 292 0 01 May 2018