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Open access
Nov 2026
Beyond Contrastive: Generative Reranking for Multilingual Text-Based Person Retrieval
Current text-based person retrieval (TBPR) systems are typically built on English-pretrained vision-language backbones and evaluated on English-only, single-domain benchmarks. This setting limits their applicability to multilingual queries and encourages reliance on dataset-specific shortcuts, resulting in weak cross-d...
Hao-Tian Yang, Cheng Peng, Hao-Bo Wang et al.
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