Benchmarking Multi-Domain Active Learning on Image Classification

Jiayi Li, Rohan Taori, Tatsunori B. Hashimoto

Active learning aims to enhance model performance by strategically labeling informative data points. While extensively studied, its effectiveness on large-scale, real-world dataset…