"Metrics"的相关文档

Robust Representation Learning via Perceptual Similarity Metrics
RobustRepresentationLearningviaPerceptualSimilarityMetricsSaeidAsgariTaghanaki1KristyChoi2AmirKhasahmadi1AnirudhGoyal3Abstractofdeepneuralnetworks(Deanetal.,2012;LeCunetal.,2015)havebeenpivotaltowa...
Learning via Robust Representation Similarity
2023-11-16 19:41:387506.53 MB14
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Optimizing Black-box Metrics with Iterative Example Weighting
OptimizingBlack-boxMetricswithIterativeExampleWeightingGaurushHiranandani†1JatinMathur1HarikrishnaNarasimhan2MahdiMilaniFard2OluwasanmiKoyejo31Abstractwherethegoalistooptimizeanunknownclassiﬁcati...
with Iterative Optimizing Black-box Metrics
2023-11-16 19:28:266261.18 MB18
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Benchmarks, Algorithms, and Metrics for Hierarchical Disentanglement
Benchmarks,Algorithms,andMetricsforHierarchicalDisentanglementAndrewSlavinRoss1FinaleDoshi-Velez1Abstractable(Locatelloetal.,2018),anditseemsunlikelythatcon-tinuous,factorized,ﬁxed-dimensionalrepr...
for and Algorithms Hierarchical Metrics
2023-11-16 18:07:44865792.3 KB4
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Reliable Fidelity and Diversity Metrics for Generative Models
ReliableFidelityandDiversityMetricsforGenerativeModelsMuhammadFerjadNaeem12SeongJoonOh1YoungjungUh1YunjeyChoi1JaejunYoo13AbstractNonetheless,theremustbesomemeasurementofthequalityofgenerativemodels...
for and Generative Metrics Diversity
2023-11-14 21:46:0814274.5 MB16
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Optimizing Black-box Metrics with Adaptive Surrogates
OptimizingBlack-boxMetricswithAdaptiveSurrogatesQijiaJiang1OlaoluwaAdigun2HarikrishnaNarasimhan3MahdiMilaniFard3MayaGupta3Abstractinformationbeusedtoinﬂuencethetrainingloss?Similarexamplesalsoaris...
Adaptive with Optimizing Black-box Metrics
2023-11-14 21:45:441634767.51 KB26
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Learning Similarity Metrics for Numerical Simulations
LearningSimilarityMetricsforNumericalSimulationsGeorgKohl1KiwonUm1NilsThuerey1AbstractCNN-basedevaluationsinthecontextofnumericalsimula-tions.ThesesimulationsarethebasisforawiderangeofWeproposeaneu...
Learning for Numerical Similarity Metrics
2023-11-14 21:44:567984.71 MB22
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Training Well-Generalizing Classifiers for Fairness Metrics and Other Data-Dependent Constraints
TrainingWell-GeneralizingClassiﬁersforFairnessMetricsandOtherData-DependentConstraintsAndrewCotter1MayaGupta1HeinrichJiang1NathanSrebro2KarthikSridharan3SerenaWang1BlakeWoodworth2SeungilYou4Abstra...
for and Fairness Classifiers Training
2023-11-13 14:48:501156390.48 KB23
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Binary Classification with Karmic, Threshold-Quasi-Concave Metrics
BinaryClassiﬁcationwithKarmic,Threshold-Quasi-ConcaveMetricsBoweiYan1OluwasanmiKoyejo2KaiZhong1PradeepRavikumar3Abstractancedclasses,andwheredifferenttypesoferrorsmadebytheclassiﬁerhavedifferentc...
with Binary Classification Karmic Threshold-Quasi-Concave
2023-11-13 11:59:091807339.05 KB10
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