215 citations · 474 across the 24 of their papers we have counts for
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cs.CV2019★ 215 cited
Blind Super-Resolution Kernel Estimation using an Internal-GAN
Sefi Bell-Kligler, Assaf Shocher, Michal Irani
Super resolution (SR) methods typically assume that the low-resolution (LR) image was downscaled from the unknown high-resolution (HR) image by a fixed 'ideal' downscaling kernel (…
eess.IV2019★ 62 cited
From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI
Roman Beliy, Guy Gaziv, Assaf Hoogi +3
Reconstructing observed images from fMRI brain recordings is challenging. Unfortunately, acquiring sufficient "labeled" pairs of {Image, fMRI} (i.e., images with their correspondin…
cs.LG2019★ 14 cited
Natural and Adversarial Error Detection using Invariance to Image Transformations
Yuval Bahat, Michal Irani, Gregory Shakhnarovich
We propose an approach to distinguish between correct and incorrect image classifications. Our approach can detect misclassifications which either occur ("na…