Embedding Propagation: Smoother Manifold for Few-Shot Classification
Pau Rodríguez, Issam Laradji, Alexandre Drouin, Alexandre Lacoste
Topics & Concepts
EmbeddingSmoothingComputer scienceNonlinear dimensionality reductionDisjoint setsBackpropagationArtificial intelligenceClassifier (UML)Manifold (fluid mechanics)Artificial neural networkParametric statisticsSupervised learningManifold alignmentGeneralizationPattern recognition (psychology)AlgorithmMachine learningMathematicsMechanical engineeringComputer visionStatisticsCombinatoricsMathematical analysisEngineeringDimensionality reductionDomain Adaptation and Few-Shot LearningAdvanced Neural Network ApplicationsMultimodal Machine Learning Applications