Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gainby Kuan-I Chung,…
Efficient Transformer Encoders for Mask2Former-style modelsby Manyi Yao, Abhishek Aich, Yumin Suh, Amit Roy-Chowdhury, Christian…
How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical…
Adaptive Patching for High-resolution Image Segmentation with Transformersby Enzhi Zhang, Isaac Lyngaas, Peng Chen, Xiao…
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentationby Qinghe Ma, Jian…
LLM-Seg: Bridging Image Segmentation and Large Language Model Reasoningby Junchi Wang, Lei KeFirst submitted to…
Streamlined Photoacoustic Image Processing with Foundation Models: A Training-Free Solutionby Handi Deng, Yucheng Zhou, Jiaxuan…
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image Segmentationby Taha Koleilat, Hojat Asgariandehkordi, Hassan…
Uncertainty Driven Active Learning for Image Segmentation in Underwater Inspectionby Luiza Ribeiro Marnet, Yury Brodskiy,…
FluoroSAM: A Language-aligned Foundation Model for X-ray Image Segmentationby Benjamin D. Killeen, Liam J. Wang,…