Deep Collaborative Learning for Visual Recognition
arXiv: Computer Vision and Pattern Recognition, Volume abs/1703.01229, 2017.
Deep neural networks are playing an important role in state-of-the-art visual recognition. To represent high-level visual concepts, modern networks are equipped with large convolutional layers, which use a large number of filters and contribute significantly to model complexity. For example, more than half of the weights of AlexNet are st...More
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