2 papers
cs.LG2024
Pre-trained Encoder Inference: Revealing Upstream Encoders In Downstream Machine Learning Services
Shaopeng Fu, Xuexue Sun, Ke Qing +2
Pre-trained encoders available online have been widely adopted to build downstream machine learning (ML) services, but various attacks against these encoders also post security and…
eess.IV2023
Advanced Multi-Microscopic Views Cell Semi-supervised Segmentation
Fang Hu, Xuexue Sun, Ke Qing +3
Although deep learning (DL) shows powerful potential in cell segmentation tasks, it suffers from poor generalization as DL-based methods originally simplified cell segmentation in…