federated learning 2continual learning 1edge intelligence 1elastic weight consolidation 1multimodal large language models 1multimodal models 1parameter-efficient fine-tuning 1personalization 1synthetic replay 1
From the 2 of 6 linked papers with an AI index.
42 citations · 42 across the 4 of their papers we have counts for
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cs.CV2026
Diffusion-Guided Semantic Consistency for Multimodal Heterogeneity
Jing Liu, Zhengliang Guo, Yan Wang +4
Federated learning (FL) is severely challenged by non-independent and identically distributed (non-IID) client data, a problem that degrades global model performance, especially in…
cs.CV2025
Privacy-Preserving Video Anomaly Detection: A Survey
Yang Liu, Siao Liu, Xiaoguang Zhu +7
Video Anomaly Detection (VAD) aims to automatically analyze spatiotemporal patterns in surveillance videos collected from open spaces to detect anomalous events that may cause harm…