1 code implementation • 21 Oct 2022 • Andrew Bai, Cho-Jui Hsieh, Wendy Kan, Hsuan-Tien Lin
In this paper, we propose memorization rejection, a training scheme that rejects generated samples that are near-duplicates of training samples during training.
no code implementations • 1 Jan 2021 • Ching-Yuan Bai, Hsuan-Tien Lin, Colin Raffel, Wendy Kan
Many recent developments on generative models for natural images have relied on heuristically-motivated metrics that can be easily gamed by memorizing a small sample from the true distribution or training a model directly to improve the metric.