Data Imbalance Archives - ZONTAL

Featured Resources

Female scientist in a digital lab examining a test sample with graphical COVID-19 virus representations in the background.

Making the Digital Lab a Reality at Novartis with ZONTAL

Scientist at a computer in a lab with stylized DNA strands and chemical compounds overlaid.

Ensuring Scientific Reproducibility with a Sustainable FAIR Data Platform

Digital Lab

Data Centricity: Key for the Successful Digital Journey Towards a Digital Lab

Overview of SYNAuG process. When the data from the imbalanced distribution and the corresponding labels are given, synthetic samples from the text-conditioned generative model are generated by using the labels, and then used to fill the imbalanced distribution.

Article

From Imbalance to Harmony: Empowering Models with Synthetic Data

Read Full Insight