34 citations · 47 across the 9 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.CV2021★ 10 cited
Shaping Visual Representations with Attributes for Few-Shot Recognition
Haoxing Chen, Huaxiong Li, Yaohui Li +1
Few-shot recognition aims to recognize novel categories under low-data regimes. Some recent few-shot recognition methods introduce auxiliary semantic modality, i.e., category attri…
cs.CV2021★ 34 cited
Sparse Spatial Transformers for Few-Shot Learning
Haoxing Chen, Huaxiong Li, Yaohui Li +1
Learning from limited data is challenging because data scarcity leads to a poor generalization of the trained model. A classical global pooled representation will probably lose use…