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cs.CV2020
Image-to-image Mapping with Many Domains by Sparse Attribute Transfer
Matthew Amodio, Rim Assouel, Victor Schmidt +3
Unsupervised image-to-image translation consists of learning a pair of mappings between two domains without known pairwise correspondences between points. The current convention is…
cs.CV2019
TraVeLGAN: Image-to-image Translation by Transformation Vector Learning
Matthew Amodio, Smita Krishnaswamy
Interest in image-to-image translation has grown substantially in recent years with the success of unsupervised models based on the cycle-consistency assumption. The achievements o…
cs.CV2018
MAGAN: Aligning Biological Manifolds
Matthew Amodio, Smita Krishnaswamy
It is increasingly common in many types of natural and physical systems (especially biological systems) to have different types of measurements performed on the same underlying sys…