MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation

MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation

18 September 2021

Vasileios Belagiannis

Nassir Navab

Papers citing "MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation"

6 / 6 papers shown

Title
Conformable Convolution for Topologically Aware Learning of Complex Anatomical Structures Yousef Yeganeh Rui Xiao Goktug Guvercin Nassir Navab Azade Farshad MedIm 40 0 0 31 Dec 2024
Self-Prompting Large Vision Models for Few-Shot Medical Image Segmentation Qi Wu Yuyao Zhang Marawan Elbatel VLM MedIm 27 34 0 15 Aug 2023
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? Malik Boudiaf H. Kervadec Imtiaz Masud Ziko Pablo Piantanida Ismail Ben Ayed Jose Dolz VLM 174 187 0 11 Dec 2020
CRNet: Cross-Reference Networks for Few-Shot Segmentation Weide Liu Chi Zhang Guosheng Lin Fayao Liu SSeg 149 192 0 24 Mar 2020
TaskNorm: Rethinking Batch Normalization for Meta-Learning J. Bronskill Jonathan Gordon James Requeima Sebastian Nowozin Richard E. Turner 71 89 0 06 Mar 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 323 11,681 0 09 Mar 2017