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WSCFER: Improving Facial Expression Representations by Weak Supervised Contrastive Learning

The major challenge of Facial Expression Recog-nition (FER) is to learn class discriminative representations, and the existing works mainly address it by designing various classification networks from class level. However, learning representations at class level is limited due to the inconspicuous c…