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Colorization as a Proxy Task for Visual Understanding
We investigate and improve self-supervision as a drop-in replacement for...
03/11/2017 ∙ by Gustav Larsson, et al. ∙
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FractalNet: Ultra-Deep Neural Networks without Residuals
We introduce a design strategy for neural network macro-architecture bas...
05/24/2016 ∙ by Gustav Larsson, et al. ∙
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Learning Representations for Automatic Colorization
We develop a fully automatic image colorization system. Our approach lev...
03/22/2016 ∙ by Gustav Larsson, et al. ∙
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Self-Supervised Depth Learning for Urban Scene Understanding
As an agent moves through the world, the apparent motion of scene elemen...
12/13/2017 ∙ by Huaizu Jiang, et al. ∙
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