2 papers
cs.LG2025
ProFi-Net: Prototype-based Feature Attention with Curriculum Augmentation for WiFi-based Gesture Recognition
Zhe Cui, Shuxian Zhang, Kangzhi Lou +1
This paper presents ProFi-Net, a novel few-shot learning framework for WiFi-based gesture recognition that overcomes the challenges of limited training data and sparse feature repr…
eess.SP2025
Attention-Infused Autoencoder for Massive MIMO CSI Compression
Kangzhi Lou, Xiping Wu
As the number of multiple-input multiple-output (MIMO) antennas increases drastically with the development towards 6G systems, channel state information (CSI) compression becomes c…