Model-Agnostic Boundary-Adversarial Sampling for Test-Time Generalization in Few-Shot Learning
Jaekyeom Kim, Hyoungseok Kim, Gunhee Kim
Topics & Concepts
Computer scienceGeneralizationAdversarial systemShot (pellet)Artificial intelligenceBoundary (topology)Sampling (signal processing)Test (biology)One shotMachine learningAlgorithmTheoretical computer scienceComputer visionMathematicsMathematical analysisMechanical engineeringPaleontologyBiologyOrganic chemistryFilter (signal processing)ChemistryEngineeringDomain Adaptation and Few-Shot LearningAdversarial Robustness in Machine LearningGeophysical Methods and Applications