Something more from that team came in 2016 that is relevant: https://arxiv.org/abs/1603.01250 I ve definitely seen other relevants recently, but cant recall. I ll try to find time and update later.
There was an ICCV 2015 paper on Deep Neural Decision Forests for image classification (Kontschieder et al) that looked very promising. Has there been any important new developments along these lines? Is it a dead end?
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Yes, just this week: Deep Regression Forests for Age Estimation http://arxiv.org/abs/1712.07195 with respect to Deep Neural Decision Forests, these come with a guarantee on the convergence of the leaf nodes update rule
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"lots of work after that paper. In fact, in our work the distinction between forests and CNNs is becoming blurrier and blurrier." -Antonio Criminisi (from my FB conversation with him)
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I thought our mistakes were our system patches. At least, that's how I try to treat mine...
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