May, 2024
面向终身人员重识别的自动选择知识适配器
Auto-selected Knowledge Adapters for Lifelong Person Re-identification
Xuelin Qian, Ruiqi Wu, Gong Cheng, Junwei Han
TL;DRLifelong Person Re-Identification (LReID) uses a novel framework called AdalReID, featuring knowledge adapters and a parameter-free auto-selection mechanism, to overcome catastrophic forgetting and improve generalization ability by incrementally building domain-specific knowledge adapters and enhancing knowledge interaction and fusion.