Deep Label Distribution Learning with Label Ambiguity

6 Nov 2016Bin-Bin GaoChao XingChen-Wei XieJianxin WuXin Geng

Convolutional Neural Networks (ConvNets) have achieved excellent recognition performance in various visual recognition tasks. A large labeled training set is one of the most important factors for its success... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
Age Estimation ChaLearn 2015 DLDL+VGG-Face MAE 3.51 # 1
Age Estimation MORPH Album2 DLDL+VGG-Face MAE 2.42±0.01 # 2