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Cross‐modal retrieval has attracted great attention due to the increasing demand for tremendous amounts of multimodal data in recent years. These retrievals could either be text‐to‐image or image‐to‐text. To address the problem of inappropriate information included between images and texts, we propose two cross‐modal recovery techniques established on a dual‐branch neural network defined on a common...