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MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical
  Images
v1v2 (latest)

MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images

28 October 2020
Ayaan Haque
A. Imran
Adam S. Wang
Demetri Terzopoulos
    SSL
ArXiv (abs)PDFHTML

Papers citing "MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images"

5 / 5 papers shown
Title
EndoARSS: Adapting Spatially-Aware Foundation Model for Efficient Activity Recognition and Semantic Segmentation in Endoscopic Surgery
EndoARSS: Adapting Spatially-Aware Foundation Model for Efficient Activity Recognition and Semantic Segmentation in Endoscopic Surgery
Guankun Wang
Rui Tang
Mengya Xu
Long Bai
Huxin Gao
Hongliang Ren
13
0
0
07 Jun 2025
Domain and Task-Focused Example Selection for Data-Efficient Contrastive Medical Image Segmentation
Domain and Task-Focused Example Selection for Data-Efficient Contrastive Medical Image Segmentation
Tyler Ward
Aaron Moseley
Abdullah-Al-Zubaer Imran
SSL
230
0
0
25 May 2025
Generalized Multi-Task Learning from Substantially Unlabeled
  Multi-Source Medical Image Data
Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data
Ayaan Haque
A. Imran
Adam S. Wang
D. Terzopoulos
52
9
0
25 Oct 2021
3N-GAN: Semi-Supervised Classification of X-Ray Images with a 3-Player
  Adversarial Framework
3N-GAN: Semi-Supervised Classification of X-Ray Images with a 3-Player Adversarial Framework
Shafinul Haque
Ayaan Haque
GANMedIm
46
1
0
22 Sep 2021
EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and
  GANs
EC-GAN: Low-Sample Classification using Semi-Supervised Algorithms and GANs
Ayaan Haque
GAN
34
32
0
26 Dec 2020
1