CapMatch: Semi-Supervised Contrastive Transformer Capsule With Feature-Based Knowledge Distillation for Human Activity Recognition - Xiao, Zhiwen; Tong, Huagang; Qu, Rong; Xing, Huanlai; Luo, Shouxi; Zhu, Zonghai; Song, Fuhong; Feng, Li (IEEE transaction on neural networks and learning systems, 2025)
Keywords: Algorithms; Capsule network (CapNet); Classification algorithms; contrastive learning (CL); Data mining; Feature extraction; Human Activities - classification; Human activity recognition; human activity recognition (HAR); Humans; knowledge distillation (KD); Neural Networks, Computer; Pattern Recognition, Automated - methods; Semantics; semi-supervised learning (SSL); similarity learning; Supervised Machine Learning; Transformers; Unsupervised learning; Unsupervised Machine Learning; Wearable Electronic Devices; wearable sensors