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Jul, 2022
嵌入动态式的自监督学习方法
An Embedding-Dynamic Approach to Self-supervised Learning
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Suhong Moon, Domas Buracas, Seunghyun Park, Jinkyu Kim, John Canny
TL;DR
本文提出一种名为 MSBReg 的动态模型,用于图像嵌入的多视角聚类。该模型结合吸引力、扩散力和纠正力,通过对相似图像的嵌入进行优化,能够在多种图像分类和迁移学习任务中表现出色,并可以用于对其他方法进行正则化以提高性能和稳定性。
Abstract
A number of recent
self-supervised learning
methods have shown impressive performance on
image classification
and other tasks. A somewhat bewildering variety of techniques have been used, not always with a clear
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