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Diverse Generation from a Single Video Made Possible


Sep 17, 2021
Niv Haim, Ben Feinstein, Niv Granot, Assaf Shocher, Shai Bagon, Tali Dekel, Michal Irani


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More than meets the eye: Self-supervised depth reconstruction from brain activity


Jun 09, 2021
Guy Gaziv, Michal Irani


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Explaining in Style: Training a GAN to explain a classifier in StyleSpace


Apr 27, 2021
Oran Lang, Yossi Gandelsman, Michal Yarom, Yoav Wald, Gal Elidan, Avinatan Hassidim, William T. Freeman, Phillip Isola, Amir Globerson, Michal Irani, Inbar Mosseri

* First four authors contributed equally. Project page: https://explaining-in-style.github.io/ 

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Drop the GAN: In Defense of Patches Nearest Neighbors as Single Image Generative Models


Mar 29, 2021
Niv Granot, Assaf Shocher, Ben Feinstein, Shai Bagon, Michal Irani


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From Discrete to Continuous Convolution Layers


Jun 19, 2020
Assaf Shocher, Ben Feinstein, Niv Haim, Michal Irani


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SpeedNet: Learning the Speediness in Videos


Apr 13, 2020
Sagie Benaim, Ariel Ephrat, Oran Lang, Inbar Mosseri, William T. Freeman, Michael Rubinstein, Michal Irani, Tali Dekel

* Accepted to CVPR 2020 (oral). Project webpage: http://speednet-cvpr20.github.io 

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Across Scales \& Across Dimensions: Temporal Super-Resolution using Deep Internal Learning


Mar 19, 2020
Liad Pollak Zuckerman, Shai Bagon, Eyal Naor, George Pisha, Michal Irani


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Semantic Pyramid for Image Generation


Mar 16, 2020
Assaf Shocher, Yossi Gandelsman, Inbar Mosseri, Michal Yarom, Michal Irani, William T. Freeman, Tali Dekel

* IEEE Conference on Computer Vision and Pattern Recognition, 2020. CVPR 2020 

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Blind Super-Resolution Kernel Estimation using an Internal-GAN


Oct 24, 2019
Sefi Bell-Kligler, Assaf Shocher, Michal Irani


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From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI


Jul 03, 2019
Roman Beliy, Guy Gaziv, Assaf Hoogi, Francesca Strappini, Tal Golan, Michal Irani

* *First two authors contributed equally 

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Natural and Adversarial Error Detection using Invariance to Image Transformations


Feb 01, 2019
Yuval Bahat, Michal Irani, Gregory Shakhnarovich


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"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors


Dec 05, 2018
Yossi Gandelsman, Assaf Shocher, Michal Irani

* Project page: http://www.wisdom.weizmann.ac.il/~vision/DoubleDIP/ 

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Internal Distribution Matching for Natural Image Retargeting


Dec 01, 2018
Assaf Shocher, Shai Bagon, Phillip Isola, Michal Irani


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"Zero-Shot" Super-Resolution using Deep Internal Learning


Dec 17, 2017
Assaf Shocher, Nadav Cohen, Michal Irani


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Temporal-Needle: A view and appearance invariant video descriptor


Dec 14, 2016
Michal Yarom, Michal Irani


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