Contrastive-Adversarial and Diffusion: Exploring pre-training and fine-tuning strategies for sulcal identification

29 May 2024

Papers citing "Contrastive-Adversarial and Diffusion: Exploring pre-training and fine-tuning strategies for sulcal identification"

7 / 7 papers shown

Title
Contrastive Diffusion Model with Auxiliary Guidance for Coarse-to-Fine PET Reconstruction Zeyu Han Yuhan Wang Luping Zhou Peng Wang Binyu Yan Jiliu Zhou Yan Wang Dinggang Shen DiffM 52 24 0 20 Aug 2023
Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training Negin Ghamsarian Javier Gamazo Tejero Pablo Márquez-Neila Sebastian Wolf M. Zinkernagel Klaus Schoeffmann Raphael Sznitman OOD 54 10 0 31 Jul 2023
DiffMix: Diffusion Model-based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image Datasets Hyunwoo Oh Won-Ki Jeong MedIm DiffM 45 31 0 25 Jun 2023
Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models Tomer Amit Shmuel Shichrur Tal Shaharabany Lior Wolf MedIm DiffM 78 11 0 15 Jun 2023
CoLa-Diff: Conditional Latent Diffusion Model for Multi-Modal MRI Synthesis Lan Jiang Ye Mao Xi Chen Xiangfeng Wang Chao Li MedIm DiffM 133 63 0 24 Mar 2023
Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images Ali Hatamizadeh V. Nath Yucheng Tang Dong Yang H. Roth Daguang Xu ViT MedIm 123 1,131 0 04 Jan 2022
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 375 18,778 0 13 Feb 2020