Multi-generator GAN learning disconnected manifolds with mutual information
Wei Li, Zhixuan Liang, Julian Neuman, Jinlin Chen, Xiaohui Cui
Topics & Concepts
DiscriminatorMutual informationGenerator (circuit theory)MinimaxComputer scienceClassifier (UML)MNIST databaseInformation lossAlgorithmManifold (fluid mechanics)Artificial intelligenceMathematicsTopology (electrical circuits)Mathematical optimizationDeep learningDetectorPower (physics)EngineeringTelecommunicationsCombinatoricsMechanical engineeringPhysicsQuantum mechanicsGenerative Adversarial Networks and Image SynthesisAdvanced Image Processing TechniquesDigital Media Forensic Detection