Naoyuki Kubota

Topology-guided transfer learning for cross-domain human action recognition

Achieving robust human action recognition (HAR) under cross-domain and low-resource conditions remains challenging due to substantial distribution shifts and limited annotated data. Existing transfer learning methods primarily rely on static knowledge transfer or feature distribution alignment, limiting their ability t...