Towards Cross-modality Medical Image Segmentation with Online Mutual
Knowledge Distillation

Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation

4 October 2020

Pheng-Ann Heng

Papers citing "Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation"

14 / 14 papers shown

Title
Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation Feng Zhou Yanjie Zhou Longjie Wang Yun Peng David E. Carlson Liyun Tu 40 1 0 07 Aug 2024
OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All Yuanhuiyi Lyu Xueye Zheng Dahun Kim Lin Wang 44 10 0 25 May 2024
Multi-domain improves out-of-distribution and data-limited scenarios for medical image analysis Ece Ozkan Xavier Boix OOD 22 0 0 10 Oct 2023
Knowledge Distillation for Adaptive MRI Prostate Segmentation Based on Limit-Trained Multi-Teacher Models Eddardaa Ben Loussaief Hatem A. Rashwan Mohammed Ayad Mohammed Zakaria Hassan D. Puig 24 0 0 16 Mar 2023
Self-supervised 3D anatomy segmentation using self-distilled masked image transformer (SMIT) Jue Jiang N. Tyagi K. Tringale C. Crane H. Veeraraghavan MedIm 33 34 0 20 May 2022
Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation Huan-ang Gao Jichang Guo Guoli Wang Qian Zhang 21 63 0 02 May 2022
Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation Shuailong Wang Rui Li 15 1 0 26 Mar 2022
Deep Multimodal Guidance for Medical Image Classification Mayur Mallya Ghassan Hamarneh 30 13 0 10 Mar 2022
EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation Lin Wang Yujeong Chae Sung-Hoon Yoon Tae-Kyun Kim Kuk-Jin Yoon 28 63 0 24 Nov 2021
Augmenting Knowledge Distillation With Peer-To-Peer Mutual Learning For Model Compression Usma Niyaz Deepti R. Bathula 16 8 0 21 Oct 2021
Dual Transfer Learning for Event-based End-task Prediction via Pluggable Event to Image Translation Lin Wang Yujeong Chae Kuk-Jin Yoon 19 32 0 04 Sep 2021
CoCo DistillNet: a Cross-layer Correlation Distillation Network for Pathological Gastric Cancer Segmentation Wenxuan Zou Muyi Sun 32 9 0 27 Aug 2021
Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation Kang Li Shujun Wang Lequan Yu Pheng-Ann Heng 60 28 0 07 Jan 2021
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 280 10,613 0 19 Feb 2017