3 papers
cs.CV2021
Delta-GAN-Encoder: Encoding Semantic Changes for Explicit Image Editing, using Few Synthetic Samples
Nir Diamant, Nitsan Sandor, Alex M Bronstein
Understating and controlling generative models' latent space is a complex task. In this paper, we propose a novel method for learning to control any desired attribute in a pre-trai…
cs.CV2020
SimuGAN: Unsupervised forward modeling and optimal design of a LIDAR Camera
Nir Diamant, Tal Mund, Ohad Menashe +2
Energy-saving LIDAR camera for short distances estimates an object's distance using temporally intensity-coded laser light pulses and calculates the maximum correlation with the ba…
cs.CV2019
Beholder-GAN: Generation and Beautification of Facial Images with Conditioning on Their Beauty Level
Nir Diamant, Dean Zadok, Chaim Baskin +2
Beauty is in the eye of the beholder. This maxim, emphasizing the subjectivity of the perception of beauty, has enjoyed a wide consensus since ancient times. In the digitalera, dat…