Gwang-Ho Na

DiCE-CIR: Direct Composition Learning for Efficient Zero-Shot Composed Image Retrieval

DiCE-CIR is proposed, a direct composition learning method that predicts composed query representations by directly composing a reference image and an edit text and achieves state-of-the-art performance on CIRCO and competitive performance on CIRR while maintaining high computational efficiency.