Search Results for author: Shai Bagon

Found 11 papers, 7 papers with code

Combining Internal and External Constraints for Unrolling Shutter in Videos

no code implementations24 Jul 2022 Eyal Naor, Itai Antebi, Shai Bagon, Michal Irani

This allows to constrain the GS output video using video-specific constraints imposed by the RS input video.

Diverse Video Generation from a Single Video

no code implementations11 May 2022 Niv Haim, Ben Feinstein, Niv Granot, Assaf Shocher, Shai Bagon, Tali Dekel, Michal Irani

GANs are able to perform generation and manipulation tasks, trained on a single video.

Video Generation

Splicing ViT Features for Semantic Appearance Transfer

1 code implementation CVPR 2022 Narek Tumanyan, Omer Bar-Tal, Shai Bagon, Tali Dekel

Specifically, our goal is to generate an image in which objects in a source structure image are "painted" with the visual appearance of their semantically related objects in a target appearance image.

Image Generation Style Transfer

Deep ViT Features as Dense Visual Descriptors

1 code implementation10 Dec 2021 Shir Amir, Yossi Gandelsman, Shai Bagon, Tali Dekel

To distill the power of ViT features from convoluted design choices, we restrict ourselves to lightweight zero-shot methodologies (e. g., binning and clustering) applied directly to the features.

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

2 code implementations CVPR 2022 Niv Granot, Ben Feinstein, Assaf Shocher, Shai Bagon, Michal Irani

Recently, however, Single Image GANs were introduced both as a superior solution for such manipulation tasks, but also for remarkable novel generative tasks.

Image Generation Image Manipulation

Segmenting Microcalcifications in Mammograms and its Applications

2 code implementations1 Feb 2021 Roee Zamir, Shai Bagon, David Samocha, Yael Yagil, Ronen Basri, Miri Sklair-Levy Meirav Galun

Microcalcifications are small deposits of calcium that appear in mammograms as bright white specks on the soft tissue background of the breast.

Object Detection

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

1 code implementation ECCV 2020 Liad Pollak Zuckerman, Eyal Naor, George Pisha, Shai Bagon, Michal Irani

In particular, the higher spatial resolution of video frames provides strong examples as to how to increase the temporal resolution of that video.

Video Super-Resolution

InGAN: Capturing and Remapping the "DNA" of a Natural Image

1 code implementation1 Dec 2018 Assaf Shocher, Shai Bagon, Phillip Isola, Michal Irani

In this paper we propose an "Internal GAN" (InGAN) - an image-specific GAN - which trains on a single input image and learns its internal distribution of patches.

Large Scale Correlation Clustering Optimization

2 code implementations13 Dec 2011 Shai Bagon, Meirav Galun

This analogy allows us to suggest several new optimization algorithms, which exploit the intrinsic "model-selection" capability of the functional to automatically recover the underlying number of clusters.

Face Identification Model Selection +1

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