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EAML: Ensemble Self-Attention-based Mutual Learning Network for Document Image Classification
To the best of our knowledge, this is the first time to leverage a mutual learning approach along with a self-attention-based fusion module to perform document image classification.
Ranked #1 on
Document Image Classification
on RVL-CDIP
Visual and Textual Deep Feature Fusion for Document Image Classification
Moreover, a joint feature learning approach that combines image features and text embeddings is introduced as a late fusion methodology.
Ranked #2 on
Document Image Classification
on RVL-CDIP
