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MICACL: Enhancing DFER with DFEW Dataset by Jonathan Toledo is a document available to read on EtoBox.

What is MICACL: Enhancing DFER with DFEW Dataset about?

The document presents MICACL, a novel multi-instance learning framework designed to enhance dynamic facial expression recognition (DFER) by addressing challenges related to long-tailed category distributions and spatio-temporal feature modeling. MICACL integrates a Graph-Enhanced Instance Interaction Module and a Weighted Instance Aggregation Network, along with a Multiscale Category-aware Contrastive Learning strategy, to improve model robustness and generalization. Experimental results on in-the-wild data

Author

Jonathan Toledo

Language

EN