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Small Data Image Classification

Supervised image classification with tens to hundreds of labeled training examples.

Papers

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Showing 161–170 of 179 papers

TitleStatusHype
Facial Expression Recognition Using a Hybrid CNN-SIFT Aggregator—0
Efficiently Bounding Optimal Solutions after Small Data Modification in Large-Scale Empirical Risk Minimization—0
Stochastic Function Norm Regularization of Deep NetworksCode0
Frankenstein: Learning Deep Face Representations using Small Data—0
Large-Scale Detection of Non-Technical Losses in Imbalanced Data Sets—0
Maximum Likelihood Estimation for Single Linkage Hierarchical Clustering—0
L1 logistic regression as a feature selection step for training stable classification trees for the prediction of severity criteria in imported malaria—0
Massive Online Crowdsourced Study of Subjective and Objective Picture Quality—0
Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks—0
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational InferenceCode0
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