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Zhijie Lu

2 accepted papers

2026

Towards Realistic Lifelong Re-identification: Identity Recurrence with Changing Clothes

ICML 2026poster

Existing lifelong person re-identification (Re-ID) methods assume that each identity maintains a relatively stable appearance distribution over time. However, in real-world scenarios, identities often reappear asynchronously with substantial clothing changes, which is not modeled in existing lifelon…

Cited by 0SourceScholar
2025

Prototype-guided Knowledge Propagation with Adaptive Learning for Lifelong Person Re-identification

IJCAI 2025

Lifelong Person Re-identification (LReID) is essential in dynamic camera networks, which continually adapts to new environments while preserving previously acquired knowledge. Existing LReID techniques often preserve samples from past datasets to maintain old knowledge, potentially leading to privac