Guangtao Zheng*

Benchmarking Spurious Bias in Few-Shot Image Classifiers

"Few-shot image classifiers are designed to recognize and classify new data with minimal supervision and limited data but often show reliance on spurious correlations between classes and spurious attributes, known as spurious bias. Spurious correlations commonly hold in certain samples and few-shot…