Counterfactual image generation can synthesize reference-text-target triplets automatically, and the authors report improved CIR recall in data-scarce setups for one of two tested models.
Our method enhances the ability to generate diverse and high-quality training examples, advancing the capabili- ties of the CIR model
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Triplet Synthesis For Enhancing Composed Image Retrieval via Counterfactual Image Generation
Counterfactual image generation can synthesize reference-text-target triplets automatically, and the authors report improved CIR recall in data-scarce setups for one of two tested models.