Joint optimization of AI large and small models for surface temperature and emissivity retrieval using knowledge distillation

Joint optimization of AI large and small models for surface temperature and emissivity retrieval using knowledge distillation

The rapid advancement of artificial intelligence in domains such as natural language processing has catalyzed AI research across various fields. This study introduces a novel strategy, the AutoKeras-Knowledge Distillation (AK-KD), which integrates knowledge distillation technology for joint optimiza...

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Bibliographic Details
Main Authors: Wang Dai, Kebiao Mao, Zhonghua Guo, Zhihao Qin, Jiancheng Shi, Sayed M. Bateni, Liurui Xiao
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2025-09-01
Series:Artificial Intelligence in Agriculture
Subjects:
Artificial intelligence
Large models
Knowledge distillation
Automated machine learning
Remote sensing parameter retrieval
Online Access:http://www.sciencedirect.com/science/article/pii/S2589721725000406
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