2 papers
eess.IV2024
Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes
Li Zhang, Basu Jindal, Ahmed Alaa +5
Semantic segmentation of medical images is pivotal in applications like disease diagnosis and treatment planning. While deep learning has excelled in automating this task, a major…
cs.LG2024
DMLR: Data-centric Machine Learning Research -- Past, Present and Future
Luis Oala, Manil Maskey, Lilith Bat-Leah +35
Drawing from discussions at the inaugural DMLR workshop at ICML 2023 and meetings prior, in this report we outline the relevance of community engagement and infrastructure developm…