Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D
Medical Image Segmentation

Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation

6 July 2024

Suruchi Kumari

Pravendra Singh

Papers citing "Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation"

10 / 10 papers shown

Title
Advanced Deep Learning and Large Language Models: Comprehensive Insights for Cancer Detection Yassine Habchi Hamza Kheddar Yassine Himeur Adel Belouchrani Erchin Serpedin Fouad Khelifi Muhammad E.H. Chowdhury LM&MA 41 0 0 30 Mar 2025
SynCo: Synthetic Hard Negatives in Contrastive Learning for Better Unsupervised Visual Representations Nikolaos Giakoumoglou Tania Stathaki SSL 38 2 0 03 Oct 2024
Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation Suruchi Kumari Pravendra Singh 27 1 0 12 May 2024
Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation Yunhao Bai Duowen Chen Qingli Li Wei Shen Yan Wang 36 122 0 01 May 2023
Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation Chae-Eun Lee H. Park Y. Shin Minyoung Chung 19 8 0 14 May 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 388 4,110 0 28 Jan 2022
Mutual Consistency Learning for Semi-supervised Medical Image Segmentation Yicheng Wu Z. Ge Donghao Zhang Minfeng Xu Lei Zhang Yong-quan Xia Jianfei Cai OOD SSL 64 228 0 21 Sep 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,683 0 11 Feb 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Yin Cui A. Srinivas Rui Qian Tsung-Yi Lin E. D. Cubuk Quoc V. Le Barret Zoph ISeg 223 962 0 13 Dec 2020
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 232 74,467 0 18 May 2015