3 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.CV2025
Exploiting Gaussian Agnostic Representation Learning with Diffusion Priors for Enhanced Infrared Small Target Detection
Junyao Li, Yahao Lu, Xingyuan Guo +3
Infrared small target detection (ISTD) plays a vital role in numerous practical applications. In pursuit of determining the performance boundaries, researchers employ large and exp…
eess.SP2024
WiDistill: Distilling Large-scale Wi-Fi Datasets with Trajectory Matching
Tiantian Wang, Fei Wang
Wi-Fi based human activity recognition is a technology with immense potential in home automation, advanced caregiving, and enhanced security systems. It can distinguish human activ…