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ข้อมูลเชิงลึก - Fine-Grained Image Retrieval
Fine-Grained Image Retrieval Using Sketch and Text Duet
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.
Fine-Grained Image Retrieval with Sketch and Text Duet
Combining sketches and text for precise image retrieval.
Advancing Robust and Accurate Fine-Grained Image Retrieval with Dual Visual Filtering and Discriminative Training
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.
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