Cynthia Huang

Approximating Human-Like Few-shot Learning with GPT-based Compression

2023 · arXiv (Cornell University)

In this work, we conceptualize the learning process as information compression. We seek to equip generative pre-trained models with human-like learning capabilities that enable data compression during inference. We present a novel approach that utilizes …