Cross-Layer Contrastive Learning of Latent Semantics for Facial Expression Recognition

Convolutional neural networks (CNNs) have achieved significant improvement for the task of facial expression recognition. However, current training still suffers from the inconsistent learning intensities among different layers, i.e., the feature representations in the shallow layers are not suffici...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 33(2024) vom: 03., Seite 2514-2529
1. Verfasser: Xie, Weicheng (VerfasserIn)
Weitere Verfasser: Peng, Zhibin, Shen, Linlin, Lu, Wenya, Zhang, Yang, Song, Siyang
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article