FromImageNettoImageClassification:ContextualizingProgressonBenchmarksDimitrisTsipras1ShibaniSanturkar1LoganEngstrom1AndrewIlyas1AleksanderMa˛dry1Abstract(a)missile(b)stage(c)monasteryBuildingrichm...
EvaluatingMachineAccuracyonImageNetVaishaalShankar1RebeccaRoelofs2HoriaMania1AlexFang1BenjaminRecht1LudwigSchmidt1AbstractInthispaper,wecontextualizeprogressonImageNetbycomparingawiderangeofImageNe...
GreedyLayerwiseLearningCanScaletoImageNetEugeneBelilovsky1MichaelEickenberg2EdouardOyallon3Abstractasspeechrecognition(Chanetal.,2016),naturallanguageprocessing(Vaswanietal.,2017),andreinforcementl...
DoImageNetClassifiersGeneralizetoImageNet?BenjaminRecht⇤1RebeccaRoelofs1LudwigSchmidt1VaishaalShankar1AbstractConventionalwisdomsuggeststhatsuchdropsarisebecausethemodelshavebeenadaptedtothespeci...