Convolutional neural networks rarely learn shape for semantic segmentation
Yixin Zhang, Maciej A. Mazurowski
Topics & Concepts
Convolutional neural networkArtificial intelligenceLeverage (statistics)Computer scienceSegmentationShape analysis (program analysis)Pattern recognition (psychology)Active shape modelSet (abstract data type)Metric (unit)Object (grammar)Heat kernel signatureContext (archaeology)Machine learningProgramming languageStatic analysisOperations managementBiologyEconomicsPaleontologyAdvanced Neural Network ApplicationsGenerative Adversarial Networks and Image SynthesisDomain Adaptation and Few-Shot Learning