Semi-supervised self-growing generative adversarial networks for image recognition
Sign Up to like & getrecommendations! Published in 2021 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-020-09602-1
Abstract: Image recognition is an important topic in computer vision and image processing, and has been mainly addressed by supervised deep learning methods, which need a large set of labeled images to achieve promising performance. However,… read more here.
Keywords: supervised self; semi supervised; image; self growing ... See more keywords
Semi-Supervised Self-Learning-Based Lifetime Prediction for Batteries
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3206776
Abstract: Accurate and reliable degradation and lifetime prediction for lithium-ion batteries is the main challenge for smart prognostic and health management. This article proposes a novel semi-supervised self-learning method for battery lifetime prediction. First, three health… read more here.
Keywords: self learning; semi supervised; supervised self; prediction ... See more keywords
Comparison of Supervised and Self-Supervised Deep Representations Trained on Histological Images
Sign Up to like & getrecommendations! Published in 2022 at "Studies in health technology and informatics"
DOI: 10.3233/shti220263
Abstract: Self-supervised methods gain more and more attention, especially in the medical domain, where the number of labeled data is limited. They provide results on par or superior to their fully supervised competitors, yet the difference… read more here.
Keywords: supervised self; self supervised; self; comparison supervised ... See more keywords