Zhenghao Zhao*

Dataset Quantization with Active Learning based Adaptive Sampling

"Deep learning has made remarkable progress recently, largely due to the availability of large, well-labeled datasets. However, the training on such datasets elevates costs and computational demands. To address this, various techniques like coreset selection, dataset distillation, and dataset quanti…