Incorporating residual learning into a deep neural decision forest yields age-estimation accuracy comparable to the prior deep regression forest with about 4x less compute, plus gradient-based routing saliency maps.
Anchored regression networks applied to age estimation and super resolution
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Facial age estimation by deep residual decision making
Incorporating residual learning into a deep neural decision forest yields age-estimation accuracy comparable to the prior deep regression forest with about 4x less compute, plus gradient-based routing saliency maps.