Integrating topology beyond descriptions for zero-shot learning

Ziyi Chen, Yutong Gao, Congyan Lang, Lili Wei, Yidong Li, Hongzhe Liu, Fayao Liu

Abstract: Highlights•A comprehensive topology integration scheme for Zero-Shot Learning (ZSL).•A strong topology-based ZSL benchmark with state-of-the-art performance.•Exploration of the topological validity within/across different modalities.