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Triplet Synthesis for Enhancing Composed Image Retrieval via Counterfactual Image Generation

Composed Image Retrieval (CIR) provides an effective way to manage and access large-scale visual data. Construction of the CIR model utilizes triplets that consist of a reference image, modification text describing desired changes, and a target image that reflects these changes. For effectively trai…