What Ails One-Shot Image Segmentation: A Data Perspective

Published in Datasets and Benchmarks, NeurIPS, 2021

Identifying and tackling implicit biases in few shot learning systems (few shot segmentation) from a data perspective, which leads to general performance improvements for networks across the state of the art.