Rethinking Few-Shot Image Classification: A Good Embedding is All You Need?
Yonglong Tian, Yue Wang, Dilip Krishnan, Joshua B. Tenenbaum, Phillip Isola
Topics & Concepts
Computer scienceEmbeddingMachine learningArtificial intelligenceMeta learning (computer science)Classifier (UML)Representation (politics)Training setFocus (optics)Set (abstract data type)Contextual image classificationImage (mathematics)Pattern recognition (psychology)Task (project management)EconomicsPolitical sciencePhysicsOpticsLawManagementProgramming languagePoliticsDomain Adaptation and Few-Shot LearningMultimodal Machine Learning ApplicationsAdvanced Neural Network Applications