← Search

Amit Bermano

4 accepted papers

2024

Breathing Life Into Sketches Using Text-to-Video Priors

CVPR 2024highlight

A sketch is one of the most intuitive and versatile tools humans use to convey their ideas visually. An animated sketch opens another dimension to the expression of ideas and is widely used by designers for a variety of purposes. Animating sketches is a laborious process requiring extensive experien…

Cited by 29SourcePDFScholar
2024

LCM-Lookahead for Encoder-based Text-to-Image Personalization

ECCV 2024poster

"Recent advancements in diffusion models have introduced fast sampling methods that can effectively produce high-quality images in just one or a few denoising steps. Interestingly, when these are distilled from existing diffusion models, they often maintain alignment with the original model, retaini…

2022

HyperStyle: StyleGAN Inversion With HyperNetworks for Real Image Editing

CVPR 2022poster

The inversion of real images into StyleGAN's latent space is a well-studied problem. Nevertheless, applying existing approaches to real-world scenarios remains an open challenge, due to an inherent trade-off between reconstruction and editability: latent space regions which can accurately represent…

Cited by 330PDFcodeScholar