Truncation Trick

حيلة الاقتطاع

أسلوب لتحسين جودة الصور المولَّدة على حساب التنوّع، بتقريب المتّجه الكامن نحو المتوسط (في الفضاء W). كلما زاد الاقتطاع ارتفعت الجودة وقلّ التنوّع.

A method to improve the quality of generated images at the cost of diversity, by interpolating the latent vector toward the mean (in W space). Greater truncation yields higher quality but less diversity.

Also translated asخدعة الاقتطاع، تقنية القطع

First appears in this corpus in: A Style-Based Generator Architecture for Generative Adversarial Networks (2019)

Appears in these papers

Classifier-Free Diffusion Guidance2022 in the sky ✦
Diffusion Models Beat GANs on Image Synthesis2021 in the sky ✦
A Style-Based Generator Architecture for Generative Adversarial Networks2019 in the sky ✦