semi-supervised-meta

34 entries in Machine Learning & AI.

• Self-trainingConfident pseudo-labelscanonsemi-supervised-meta
• Co-trainingTwo-view agreementstandardsemi-supervised-meta
• Tri-trainingThree-classifier votingspecialistsemi-supervised-meta
• Label spreadingNormalized graph diffusionstandardsemi-supervised-meta
• Transductive SVMUnlabeled-margin maximizationspecialistsemi-supervised-meta
• Pseudo-labelingConfidence thresholdingstandardsemi-supervised-meta
• Consistency regularizationPerturbation invariancestandardsemi-supervised-meta
• Mean teacherEMA-averaged targetsspecialistsemi-supervised-meta
• MixMatchGuessed-label mixingspecialistsemi-supervised-meta
• FixMatchWeak-strong augmentationspecialistsemi-supervised-meta
• Virtual adversarial trainingAdversarial smoothingspecialistsemi-supervised-meta
• Uncertainty samplingLeast-confidence querycanonsemi-supervised-meta
• Query by committeeVote-disagreement querystandardsemi-supervised-meta
• Expected model changestandalonespecialistsemi-supervised-meta
• Expected error reductionstandalonespecialistsemi-supervised-meta
• Core-set active learningK-center coveragespecialistsemi-supervised-meta
• BALDBayesian information-gain queryspecialistsemi-supervised-meta
• Diversity samplingCluster-representative querystandardsemi-supervised-meta
• MAMLModel-agnostic meta-gradientsstandardsemi-supervised-meta
• ReptileFirst-order meta-updatesspecialistsemi-supervised-meta
• Prototypical networksClass-centroid distancesstandardsemi-supervised-meta
• Matching networksAttention over support setspecialistsemi-supervised-meta
• Relation networksLearned similarityspecialistsemi-supervised-meta
• Siamese networksContrastive pair distancestandardsemi-supervised-meta
• Triplet networkAnchor-positive-negative marginstandardsemi-supervised-meta
• Large margin nearest neighborMetric-learning constraintsspecialistsemi-supervised-meta
• Neighborhood components analysisstandalonespecialistsemi-supervised-meta
• Domain adversarial trainingGradient reversalspecialistsemi-supervised-meta
• CORALCovariance alignmentspecialistsemi-supervised-meta
• Importance-weighted adaptationDensity-ratio reweightingspecialistsemi-supervised-meta
• Curriculum learningEasy-to-hard orderingstandardsemi-supervised-meta
• Self-paced learningDifficulty-gated samplingspecialistsemi-supervised-meta
• Continual learningElastic weight consolidationspecialistsemi-supervised-meta
• Continual learningExperience replayspecialistsemi-supervised-meta