Deep Learning, Artificial Intelligence, Convolutional Network, Self Supervised Learning, Image Classification.
unsupervised representations on large-scale image data from ImageNet. Lab color space is used to train the split-brain autoencoder. All weights are frozen and feature maps spatially resized to be ∼9000 dimensions. All methods use AlexNet variants. The 1.3M ImageNet dataset without labels is used