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cs.CV2019
Towards Learning Affine-Invariant Representations via Data-Efficient CNNs
Xenju Xu, Guanghui Wang, Alan Sullivan +1
In this paper we propose integrating a priori knowledge into both design and training of convolutional neural networks (CNNs) to learn object representations that are invariant to…
cs.CV2018
Sem-GAN: Semantically-Consistent Image-to-Image Translation
Anoop Cherian, Alan Sullivan
Unpaired image-to-image translation is the problem of mapping an image in the source domain to one in the target domain, without requiring corresponding image pairs. To ensure the…