Author

Nianjin Ye

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Preprint Aug 2026

Rethinking Text-Based Image Retrieval in Specific Domain

The Semantic-Aware Fine-Tuning (SAFT) framework is proposed to address semantic compression in specific domains, which incorporates Semantic-Aware Soft-Label Supervision and Intra-modal Structural Distillation to establish a promising paradigm for domain-specific TBIR tasks.

Jingyang Tan, Shengan Yang, Yuanpeng Chen et al. · 0 citations