7 citations · 7 across the 2 of their papers we have counts for
3 papers
cs.LG2020★ 7 cited
When and How Can Deep Generative Models be Inverted?
Aviad Aberdam, Dror Simon, Michael Elad
Deep generative models (e.g. GANs and VAEs) have been developed quite extensively in recent years. Lately, there has been an increased interest in the inversion of such a model, i.…
cs.CV2019
Barycenters of Natural Images -- Constrained Wasserstein Barycenters for Image Morphing
Dror Simon, Aviad Aberdam
Image interpolation, or image morphing, refers to a visual transition between two (or more) input images. For such a transition to look visually appealing, its desirable properties…
eess.IV2019
Rethinking the CSC Model for Natural Images
Dror Simon, Michael Elad
Sparse representation with respect to an overcomplete dictionary is often used when regularizing inverse problems in signal and image processing. In recent years, the Convolutional…