Fig. 14: Hyperparameter sensitivity analysis on the SAA dataset in the 1-way 1-shot setting.

From left to right and top to bottom, the panels show the effects of temperature parameter τ, margin threshold \({\mathcal{M}}\), prototype contrastive loss weight γ, and adaptive background loss weight β, respectively.