ALPINE: Adaptive Localization for Parameter- and Sample-Efficient Few-Shot Learning
An ultra-lightweight spatial-relational architecture for few-shot image classification that combines fixed Gabor edge-energy guidance with a windowed, content-adaptive patch locator is presented, showing that the architecture's pairwise relational computation, while present, is not the primary driver of its performance...
Neeraj Yadav
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