Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models

Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models

16 August 2024

Lin Zhao

Yikang Liu

Papers citing "Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models"

9 / 9 papers shown

Title
DRAFT-ing Architectural Design Decisions using LLMs Rudra Dhar Adyansh Kakran Amey Karan Karthik Vaidhyanathan Vasudeva Varma 31 0 0 11 Apr 2025
Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook Xu Zheng Ziqiao Weng Yuanhuiyi Lyu Lutao Jiang Haiwei Xue Bin Ren Danda Pani Paudel N. Sebe Luc Van Gool Xuming Hu 3DV 37 0 0 23 Mar 2025
SAM2 for Image and Video Segmentation: A Comprehensive Survey Zhang Jiaxing Tang Hao VLM 50 0 0 17 Mar 2025
In-Context Reverse Classification Accuracy: Efficient Estimation of Segmentation Quality without Ground-Truth Matias Cosarinsky Ramiro Billot Lucas Mansilla Gabriel Gimenez Nicolás Gaggion Guanghui Fu Enzo Ferrante 55 1 0 06 Mar 2025
Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation Models Tongkun Liu Bing Li Xiao Jin Yupeng Shi Qiuying Li Xiang Wei 55 0 0 03 Feb 2025
SAM 2: Segment Anything in Images and Videos Nikhila Ravi Valentin Gabeur Yuan-Ting Hu Ronghang Hu Chaitanya K. Ryali ... Nicolas Carion Chao-Yuan Wu Ross B. Girshick Piotr Dollár Christoph Feichtenhofer VLM MLLM 31 676 0 01 Aug 2024
Few Shot Medical Image Segmentation with Cross Attention Transformer Yi-Mou Lin Yufan Chen Kwang-Ting Cheng Hao Chen ViT MedIm 20 15 0 24 Mar 2023
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 229 74,467 0 18 May 2015