Yair Alon
Prev. Movshovitz-Attias
I'm a staff software engineer in Google A.I. Perception interested in machine learning and computer vision.
My research ranges: Efficient Inference in Deep Models, Model Pruning, Compression, Anomaly Detection, Dense Prediction, and spans a wide range of computer vision problems such as image classification, semantic segmentation, and metric learning.
My research has been published in top-tier conferences such as CVPR, ECCV, and SIGGRAPH. Models using my work were deployed in major Google products such as Google Photos, Pixel Phone Camera, and Street View. I have a PhD in Computer Science from Carnegie Mellon University where was lucky to be co-advised by Yaser Sheikh and Takeo Kanade. More information at my Google Scholar Profile.
I'm a staff software engineer in Google A.I. Perception interested in machine learning and computer vision.
My research ranges: Efficient Inference in Deep Models, Model Pruning, Compression, Anomaly Detection, Dense Prediction, and spans a wide range of computer vision problems such as image classification, semantic segmentation, and metric learning.
My research has been published in top-tier conferences such as CVPR, ECCV, and SIGGRAPH. Models using my work were deployed in major Google products such as Google Photos, Pixel Phone Camera, and Street View. I have a PhD in Computer Science from Carnegie Mellon University where was lucky to be co-advised by Yaser Sheikh and Takeo Kanade. More information at my Google Scholar Profile.
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Authored Publications
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VideoPoet: A Large Language Model for Zero-Shot Video Generation
Dan Kondratyuk
Xiuye Gu
Jonathan Huang
Grant Schindler
Rachel Hornung
Vighnesh Birodkar
Jimmy Yan
Ming-Chang Chiu
Hassan Akbari
Josh Dillon
Agrim Gupta
Meera Hahn
Anja Hauth
David Hendon
Alonso Martinez
Kihyuk Sohn
Xuan Yang
Huisheng Wang
Lu Jiang
ICML (2024)
Sky Optimization: Semantically aware image processing in low-light photography
Yun-Ta Tsai
Huizhong Chen
(2020), pp. 526-527
Fine-Grained Stochastic Architecture Search
Shraman Ray Chaudhuri
Hanhan Li
Max Moroz
ICLR Workshop on Neural Architecture Search, @article{chaudhuri2020fine,
title={Fine-grained stochastic architecture search},
author={Chaudhuri, Shraman Ray and Eban, Elad and Li, Hanhan and Moroz, Max and Movshovitz-Attias, Yair},
journal={ICLR Workshop on Neural Architecture Search},
year={2020}
} (2020)
Structured Multi-Hashing for Model Compression
Andrew Poon
Yerlan Idelbayev
Miguel A. Carreira-Perpinan
(2019)
Synthetic Depth-of-Field with a Single-Camera Mobile Phone
Neal Wadhwa
Rahul Garg
David E. Jacobs
Bryan E. Feldman
Nori Kanazawa
Robert Carroll
Marc Levoy
SIGGRAPH (2018) (to appear)
No Fuss Distance Metric Learning using Proxies
Alexander Toshev
Sergey Ioffe
International Conference on Computer Vision (ICCV), IEEE (2017)
