CICA: Content-Injected Contrastive Alignment for Zero-Shot Document Image Classification

arXiv:2405.03660v1 Announce Type: new
Abstract: Zero-shot learning has been extensively investigated in the broader field of visual recognition, attracting significant interest recently. However, the current work on zero-shot learning in document image classification remains scarce. The existing studies either focus exclusively on zero-shot inference, or their evaluation does not align with the established criteria of zero-shot evaluation in the visual recognition domain. We provide a comprehensive document image classification analysis in Zero-Shot Learning (ZSL) and Generalized Zero-Shot Learning (GZSL) settings …

abstract alignment arxiv classification cs.cv current document evaluation focus however image inference recognition studies type visual work zero-shot