An Autuencoder-based Data Augmentation Strategy for Generalization Improvement of DCNNs
Xiexing Feng, Q.M. Jonathan Wu, Yimin Yang, Libo Cao
Topics & Concepts
AutoencoderDecoding methodsGeneralizationComputer scienceArtificial intelligencePattern recognition (psychology)Encoding (memory)Feature (linguistics)Dimension (graph theory)Transformation (genetics)Representation (politics)Feature vectorRange (aeronautics)Raw dataEncoderPerformance improvementAlgorithmArtificial neural networkMathematicsLinguisticsBiochemistryPhilosophyPure mathematicsOperations managementLawPolitical scienceComposite materialGeneEconomicsProgramming languageMaterials scienceOperating systemMathematical analysisChemistryPoliticsAdvanced Neural Network ApplicationsDomain Adaptation and Few-Shot LearningGenerative Adversarial Networks and Image Synthesis