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Learning Disentangled Representations via Mutual Information Estimation

Eduardo Hugo Sanchez, Mathieu Serrurier, Mathias Ortner

2020Lecture notes in computer science78 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceMutual informationRepresentation (politics)MaximizationImage (mathematics)Artificial intelligenceComponent (thermodynamics)Pattern recognition (psychology)Machine learningTheoretical computer scienceMathematicsMathematical optimizationThermodynamicsPhysicsLawPolitical sciencePoliticsDigital Media Forensic DetectionAdversarial Robustness in Machine LearningGenerative Adversarial Networks and Image Synthesis
Learning Disentangled Representations via Mutual Information Estimation | Litcius