原文:【TGRS2021】Self-Supervised Denoising Network for Satellite-Airborne-Ground Hyperspectral Imagery

. Motivation and framework 當前基於CNN的高光譜圖像修復取得了非常大的進展,但是仍然存在如下兩個問題: the trained model is limited to the model driven noise simulation process and may generalize poorly to the real HSI with more sophist ...

2021-08-22 10:39 0 100 推薦指數:

查看詳情

Contrastive Self-Supervised Learning

Contrastive Self-Supervised Learning 2020-01-30 10:32:24 Source: https://ankeshanand.com/blog/2020/01/26 ...

Thu Jan 30 18:33:00 CST 2020 0 868
Socially-Aware Self-Supervised Tri-Training for Recommendation

SEPT Socially-Aware Self-Supervised Tri-Training for Recommendation ABSTRACT 自監督學習(Self-supervised learning, SSL)可以從原始數據中自動生成真實樣本。 現有的大多數基於SSL方法 ...

Tue Aug 31 06:01:00 CST 2021 0 155
自監督 論文 Self-supervised Visual Feature Learning with Deep Neural Networks

自監督學習 自監督學習(Self-Supervised Learning)是一種介於無監督和監督學習之間的一種新范式,旨在減少深度網絡對大量注釋數據的需求。大量的人工標注的樣本是費時耗力的。 它通過定義無注釋(annotation-free)的前置任務(pretext task),為特征學習 ...

Tue Jul 14 16:43:00 CST 2020 0 602
 
粵ICP備18138465號   © 2018-2025 CODEPRJ.COM