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cs.AI2024
CKSP: Cross-species Knowledge Sharing and Preserving for Universal Animal Activity Recognition
Axiu Mao, Meilu Zhu, Zhaojin Guo +3
Deep learning techniques are dominating automated animal activity recognition (AAR) tasks with wearable sensors due to their high performance on large-scale labelled data. However,…
cs.CV2024
DEeR: Deviation Eliminating and Noise Regulating for Privacy-preserving Federated Low-rank Adaptation
Meilu Zhu, Axiu Mao, Jun Liu +1
Integrating low-rank adaptation (LoRA) with federated learning (FL) has received widespread attention recently, aiming to adapt pretrained foundation models (FMs) to downstream med…