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Existing methods for pixel-wise labelling tasks generally disregard the underlying structure of labellings, often leading to predictions that are visually implausible.
Backpropagation applied to handwritten zip code recognition
Y. LeCun, B. Boser, J. S. Denker, D. Henderson, R. E. Howard, W. Hubbard, and L. D. Jackel · 1989
Earlier work this paper cites.
Class-specific, top-down segmentation
E. Borenstein and S. Ullman · 2002
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Simultaneous detection and segmentation
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Joint training of a convolutional network and a graphical model for human pose estimation
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