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Manyu Zhu

2 accepted papers

2024

Continual Vision-Language Retrieval via Dynamic Knowledge Rectification

AAAI 2024technical

The recent large-scale pre-trained models like CLIP have aroused great concern in vision-language tasks. However, when required to match image-text data collected in a streaming manner, namely Continual Vision-Language Retrieval (CVRL), their performances are still limited due to the catastrophic fo…

2024

Learning Continual Compatible Representation for Re-indexing Free Lifelong Person Re-identification

CVPR 2024poster

Lifelong Person Re-identification (L-ReID) aims to learn from sequentially collected data to match a person across different scenes. Once an L-ReID model is updated using new data all historical images in the gallery are required to be re-calculated to obtain new features for testing known as "re-in…