id: 2899
uid: E5Nd7
insdate: 2026-05-17 08:05:21
title: Self-Distillation Enables Continual Learning [pdf]
additional:

Continual Learning Boosted 🚀

Self-distillation enables continual learning by allowing models to retain and build upon previously learned knowledge, reducing the need for extensive retraining. This technique improves model adaptability and efficiency in dynamic environments.
category: Hacker News
md5:
guid: https://news.ycombinator.com/item?id=48165265
source_url: https://arxiv.org/abs/2601.19897
updated:
image:
author_name: teleforce
author_link: