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Yiding Lu

3 accepted papers

2025

LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification

ICML 2025poster

Traditional text-based person ReID assumes that person descriptions from witnesses are complete and provided at once. However, in real-world scenarios, such descriptions are often partial or vague. To address this limitation, we introduce a new task called interactive person re-identification (Inter…

2025

Visual Abstraction: A Plug-and-Play Approach for Text-Visual Retrieval

ICML 2025poster

Text-to-visual retrieval often struggles with semantic redundancy and granularity mismatches between textual queries and visual content. Unlike existing methods that address these challenges during training, we propose VISual Abstraction (VISA), a test-time approach that enhances retrieval by transf…

Cited by 0SourcePDFScholar
2024

Decoupled Contrastive Multi-View Clustering with High-Order Random Walks

AAAI 2024technical

In recent, some robust contrastive multi-view clustering (MvC) methods have been proposed, which construct data pairs from neighborhoods to alleviate the false negative issue, i.e., some intra-cluster samples are wrongly treated as negative pairs. Although promising performance has been achieved by…