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Yossi Matias

Google Research, Tel-Aviv, Israel

Dreamix: Video Diffusion Models are General Video Editors


Feb 02, 2023
Eyal Molad, Eliahu Horwitz, Dani Valevski, Alex Rav Acha, Yossi Matias, Yael Pritch, Yaniv Leviathan, Yedid Hoshen

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Large Language Models Encode Clinical Knowledge


Dec 26, 2022
Karan Singhal, Shekoofeh Azizi, Tao Tu, S. Sara Mahdavi, Jason Wei, Hyung Won Chung, Nathan Scales, Ajay Tanwani, Heather Cole-Lewis, Stephen Pfohl, Perry Payne, Martin Seneviratne, Paul Gamble, Chris Kelly, Nathaneal Scharli, Aakanksha Chowdhery, Philip Mansfield, Blaise Aguera y Arcas, Dale Webster, Greg S. Corrado, Yossi Matias, Katherine Chou, Juraj Gottweis, Nenad Tomasev, Yun Liu, Alvin Rajkomar, Joelle Barral, Christopher Semturs, Alan Karthikesalingam, Vivek Natarajan

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Fast Inference from Transformers via Speculative Decoding


Nov 30, 2022
Yaniv Leviathan, Matan Kalman, Yossi Matias

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UniTune: Text-Driven Image Editing by Fine Tuning an Image Generation Model on a Single Image


Oct 20, 2022
Dani Valevski, Matan Kalman, Yossi Matias, Yaniv Leviathan

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Dynamic Planning in Open-Ended Dialogue using Reinforcement Learning


Jul 25, 2022
Deborah Cohen, Moonkyung Ryu, Yinlam Chow, Orgad Keller, Ido Greenberg, Avinatan Hassidim, Michael Fink, Yossi Matias, Idan Szpektor, Craig Boutilier, Gal Elidan

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Discovering novel systemic biomarkers in photos of the external eye


Jul 19, 2022
Boris Babenko, Ilana Traynis, Christina Chen, Preeti Singh, Akib Uddin, Jorge Cuadros, Lauren P. Daskivich, April Y. Maa, Ramasamy Kim, Eugene Yu-Chuan Kang, Yossi Matias, Greg S. Corrado, Lily Peng, Dale R. Webster, Christopher Semturs, Jonathan Krause, Avinash V. Varadarajan, Naama Hammel, Yun Liu

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TRUE: Re-evaluating Factual Consistency Evaluation


Apr 11, 2022
Or Honovich, Roee Aharoni, Jonathan Herzig, Hagai Taitelbaum, Doron Kukliansy, Vered Cohen, Thomas Scialom, Idan Szpektor, Avinatan Hassidim, Yossi Matias

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* Accepted as a long paper to NAACL 2022 main conference 

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Flood forecasting with machine learning models in an operational framework


Nov 04, 2021
Sella Nevo, Efrat Morin, Adi Gerzi Rosenthal, Asher Metzger, Chen Barshai, Dana Weitzner, Dafi Voloshin, Frederik Kratzert, Gal Elidan, Gideon Dror, Gregory Begelman, Grey Nearing, Guy Shalev, Hila Noga, Ira Shavitt, Liora Yuklea, Moriah Royz, Niv Giladi, Nofar Peled Levi, Ofir Reich, Oren Gilon, Ronnie Maor, Shahar Timnat, Tal Shechter, Vladimir Anisimov, Yotam Gigi, Yuval Levin, Zach Moshe, Zvika Ben-Haim, Avinatan Hassidim, Yossi Matias

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* 36 pages, 10 figures, 3 tables, 1 supplementary table (9 pages) 

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Adversarial Robustness of Streaming Algorithms through Importance Sampling


Jun 28, 2021
Vladimir Braverman, Avinatan Hassidim, Yossi Matias, Mariano Schain, Sandeep Silwal, Samson Zhou

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Physics-Aware Downsampling with Deep Learning for Scalable Flood Modeling


Jun 14, 2021
Niv Giladi, Zvika Ben-Haim, Sella Nevo, Yossi Matias, Daniel Soudry

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