Search Results for author: Yuval Kirstain

Found 7 papers, 4 papers with code

Video Editing via Factorized Diffusion Distillation

no code implementations14 Mar 2024 Uriel Singer, Amit Zohar, Yuval Kirstain, Shelly Sheynin, Adam Polyak, Devi Parikh, Yaniv Taigman

We introduce Emu Video Edit (EVE), a model that establishes a new state-of-the art in video editing without relying on any supervised video editing data.

Video Editing Video Generation

Emu Edit: Precise Image Editing via Recognition and Generation Tasks

no code implementations16 Nov 2023 Shelly Sheynin, Adam Polyak, Uriel Singer, Yuval Kirstain, Amit Zohar, Oron Ashual, Devi Parikh, Yaniv Taigman

Lastly, to facilitate a more rigorous and informed assessment of instructable image editing models, we release a new challenging and versatile benchmark that includes seven different image editing tasks.

Image Inpainting Multi-Task Learning +1

Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation

1 code implementation NeurIPS 2023 Yuval Kirstain, Adam Polyak, Uriel Singer, Shahbuland Matiana, Joe Penna, Omer Levy

Using this web app we build Pick-a-Pic, a large, open dataset of text-to-image prompts and real users' preferences over generated images.

Text-to-Image Generation

X&Fuse: Fusing Visual Information in Text-to-Image Generation

no code implementations2 Mar 2023 Yuval Kirstain, Omer Levy, Adam Polyak

We introduce X&Fuse, a general approach for conditioning on visual information when generating images from text.

Text-to-Image Generation

A Few More Examples May Be Worth Billions of Parameters

1 code implementation8 Oct 2021 Yuval Kirstain, Patrick Lewis, Sebastian Riedel, Omer Levy

We investigate the dynamics of increasing the number of model parameters versus the number of labeled examples across a wide variety of tasks.

Extractive Question-Answering Multiple-choice +1

Few-Shot Question Answering by Pretraining Span Selection

4 code implementations ACL 2021 Ori Ram, Yuval Kirstain, Jonathan Berant, Amir Globerson, Omer Levy

Given a passage with multiple sets of recurring spans, we mask in each set all recurring spans but one, and ask the model to select the correct span in the passage for each masked span.

Question Answering

Coreference Resolution without Span Representations

1 code implementation ACL 2021 Yuval Kirstain, Ori Ram, Omer Levy

The introduction of pretrained language models has reduced many complex task-specific NLP models to simple lightweight layers.

coreference-resolution

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