HiCoS-Net: hierarchical cross-modal graph learning with dynamic attention for hard negative-aware image-text matching

Fine-grained image-text matching, which is pivotal to multimodal intelligence, has advanced semantic correspondence inference through inter-modal region-word aggregation. Despite the efficacy of this approach, it remains limited by its inability to accommodate the semantic associations of hard negat...

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