Jia-Jiun Yao

Boost Self-Supervised Dataset Distillation via Parameterization, Predefined Augmentation, and Approximation

Although larger datasets are crucial for training large deep models, the rapid growth of dataset size has brought a significant challenge in terms of considerable training costs, which even results in prohibitive computational expenses. Dataset Distillation becomes a popular technique recently to re…