327 citations · 726 across the 29 of their papers we have counts for
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cs.LG2019
Crypto-Oriented Neural Architecture Design
Avital Shafran, Gil Segev, Shmuel Peleg +1
As neural networks revolutionize many applications, significant privacy conflicts between model users and providers emerge. The cryptography community developed a variety of techni…
cs.CV2019★ 17 cited
Style Generator Inversion for Image Enhancement and Animation
Aviv Gabbay, Yedid Hoshen
One of the main motivations for training high quality image generative models is their potential use as tools for image manipulation. Recently, generative adversarial networks (GAN…
cs.LG2019★ 9 cited
Demystifying Inter-Class Disentanglement
Aviv Gabbay, Yedid Hoshen
Learning to disentangle the hidden factors of variations within a set of observations is a key task for artificial intelligence. We present a unified formulation for class and cont…