Pretraining Objective Matters in Extreme Low-Data FGVC: A Backbone-Controlled Study

Alexander Hackett, Srikanth Thudumu, Ginny Fisher +1

Extreme low-data fine-grained classification is common in expert domains where labeling is expensive, yet practitioners still need principled guidance for selecting pretrained enco…