Dvir Samuel

Long-tail learning with class descriptors

2020 · arXiv (Cornell University)

Real-world data is predominantly unbalanced and long-tailed, but deep models struggle to recognize rare classes in the presence of frequent classes. Often, classes can be accompanied by side information like textual descriptions, but it is …