Trainingdata-efficientimagetransformers&distillationthroughattentionHugoTouvron12MatthieuCord12MatthijsDouze1FranciscoMassa1AlexandreSablayrolles1Herve´Je´gou1Abstract⚗↑⚗Recently,neuralnetwork...
Self-TuningforData-EfficientDeepLearningXimeiWang1JinghanGao1MingshengLong1JianminWang1Abstractmustbedonebyanexpertsuchasadoctorinmedicalapplications.Tomitigatetherequirementforlabeleddata,Deeplear...
Data-efficientHindsightOff-policyOptionLearningMarkusWulfmeier1DushyantRao1RolandHafner1ThomasLampe1AbbasAbdolmaleki1TimHertweck1MichaelNeunert1DhruvaTirumala1NoahSiegel1NicolasHeess1MartinRiedmill...
Data-EfficientImageRecognitionwithContrastivePredictiveCodingOlivierJ.He´naff1AravindSrinivas2JeffreyDeFauw1AliRazavi1CarlDoersch1S.M.AliEslami1AaronvandenOord1Abstract2xfewerlabelsHumanobserversc...
CoresetsforData-efficientTrainingofMachineLearningModelsBaharanMirzasoleiman1JeffBilmes2JureLeskovec1AbstractTrainingmachinelearningmodelsoftenreducestooptimiz-Incrementalgradient(IG)methods,suchas...
Data-EfficientPolicyEvaluationThroughBehaviorPolicySearchJosiahP.Hanna1PhilipS.Thomas23PeterStone1ScottNiekum1AbstractMethodsthatevaluateπewhileselectingactionsaccordingtoπearetermedon-policy.Pre...