Investigating object compositionality in Generative Adversarial Networks
Sjoerd van Steenkiste, Karol Kurach, Jürgen Schmidhuber, Sylvain Gelly
Topics & Concepts
Computer sciencePrinciple of compositionalityGenerative grammarArtificial intelligenceRepresentation (politics)Object (grammar)Generator (circuit theory)Inductive biasGenerative modelSegmentationDomain (mathematical analysis)Pattern recognition (psychology)Process (computing)Unsupervised learningMachine learningNatural language processingMulti-task learningTask (project management)MathematicsPoliticsPolitical scienceOperating systemPower (physics)EconomicsLawQuantum mechanicsMathematical analysisPhysicsManagementGenerative Adversarial Networks and Image SynthesisMultimodal Machine Learning ApplicationsDomain Adaptation and Few-Shot Learning