2 papers
cs.LG2026
FeDMRA: Federated Incremental Learning with Dynamic Memory Replay Allocation
Tiantian Wang, Xiang Xiang, Simon S. Du
In federated healthcare systems, Federated Class-Incremental Learning (FCIL) has emerged as a key paradigm, enabling continuous adaptive model learning among distributed clients wh…
cs.CV2024
AI WALKUP: A Computer-Vision Approach to Quantifying MDS-UPDRS in Parkinson's Disease
Xiang Xiang, Zihan Zhang, Jing Ma +1
Parkinson's Disease (PD) is the second most common neurodegenerative disorder. The existing assessment method for PD is usually the Movement Disorder Society - Unified Parkinson's…