Transfer-learning-based approach for leaf chlorophyll content estimation of winter wheat from hyperspectral data

A Survey on Transfer Learning

Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 22.5K citations

Engineering, Machine Learning, Knowledge Transfer +14

How transferable are features in deep neural networks?

Jason Yosinski, Jeff Clune, Yoshua Bengio et al. · arXiv (Cornell University) · 2014 · 3.5K citations · Full text

Target Dataset, Image Classification, Deep Neural Networks +14

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Eric Tzeng, Judy Hoffman, Ning Zhang et al. · arXiv (Cornell University) · 2014 · 2.3K citations · Full text

Domain Confusion, Few-shot Learning, Convolutional Neural Network +12

Generalized Two-Dimensional Correlation Method Applicable to Infrared, Raman, and other Types of Spectroscopy

Isao Noda · Applied Spectroscopy · 1993 · 1.9K citations

Engineering, Correlation Formalism, Physics +12

Unsupervised feature selection using feature similarity

Pabitra Mitra, C.A. Murthy, Sankar K. Pal · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 1.4K citations

Image Analysis, Machine Learning, Data Science +15