Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design
Lyle Regenwetter, Akash Srivastava, Dan Gutfreund, Faez Ahmed
Topics & Concepts
Computer scienceGenerative grammarGenerative DesignNoveltyArtificial intelligenceMachine learningDeep learningSimilarity (geometry)Generative modelSet (abstract data type)Metric (unit)EngineeringImage (mathematics)Programming languagePhilosophyOperations managementTheologyMusic and Audio ProcessingDesign Education and PracticeMachine Learning in Materials Science