
The author explores the synergy between sketches and text for fine-grained image retrieval, introducing a novel compositionality framework driven by pre-trained CLIP models.


coremsg

fine-grained-image-retrieval-using-sketch-and-text-duet


Fine-Grained Image Retrieval Using Sketch and Text Duet


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Combining sketches and text for precise image retrieval.


fine-grained-image-retrieval-with-sketch-and-text-duet


Fine-Grained Image Retrieval with Sketch and Text Duet



The paper presents a set of practical guidelines for designing high-performance fine-grained image retrieval models, and proposes a novel Dual Visual Filtering mechanism and a Discriminative Model Training strategy to effectively capture subcategory-specific discrepancies and enhance the model's discriminability and generalization ability.


advancing-robust-and-accurate-fine-grained-image-retrieval-with-dual-visual-filtering-and-discriminative-training


Advancing Robust and Accurate Fine-Grained Image Retrieval with Dual Visual Filtering and Discriminative Training
