2 papers
cs.CV2023
Data Efficient Contrastive Learning in Histopathology using Active Sampling
Tahsin Reasat, Asif Sushmit, David S. Smith
Deep learning (DL) based diagnostics systems can provide accurate and robust quantitative analysis in digital pathology. These algorithms require large amounts of annotated trainin…
cs.DB2021
RawArray: A Simple, Fast, and Extensible Archival Format for Numeric Data
David S. Smith
Raw data sizes are growing and proliferating in scientific research, driven by the success of data-hungry computational methods, such as machine learning. The preponderance of prop…