Search Results for author: Gustav Larsson

Found 5 papers, 3 papers with code

Discovery of Visual Semantics by Unsupervised and Self-Supervised Representation Learning

no code implementations19 Aug 2017 Gustav Larsson

The success of deep learning in computer vision is rooted in the ability of deep networks to scale up model complexity as demanded by challenging visual tasks.

Clustering Colorization +4

FractalNet: Ultra-Deep Neural Networks without Residuals

4 code implementations24 May 2016 Gustav Larsson, Michael Maire, Gregory Shakhnarovich

We introduce a design strategy for neural network macro-architecture based on self-similarity.

Image Classification

Learning Representations for Automatic Colorization

3 code implementations22 Mar 2016 Gustav Larsson, Michael Maire, Gregory Shakhnarovich

This intermediate output can be used to automatically generate a color image, or further manipulated prior to image formation.

Colorization Image Colorization +1

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