Search Results for author: Simon Raviv

Found 2 papers, 2 papers with code

Assessing Image Quality Using a Simple Generative Representation

1 code implementation28 Apr 2024 Simon Raviv, Gal Chechik

Perceptual image quality assessment (IQA) is the task of predicting the visual quality of an image as perceived by a human observer.

Image Quality Assessment

Generating images of rare concepts using pre-trained diffusion models

1 code implementation27 Apr 2023 Dvir Samuel, Rami Ben-Ari, Simon Raviv, Nir Darshan, Gal Chechik

We show that their limitation is partly due to the long-tail nature of their training data: web-crawled data sets are strongly unbalanced, causing models to under-represent concepts from the tail of the distribution.

Data Augmentation Text-to-Image Generation

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