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A Generalist Framework for Panoptic Segmentation of Images and Videos


Oct 12, 2022
Ting Chen, Lala Li, Saurabh Saxena, Geoffrey Hinton, David J. Fleet

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A Unified Sequence Interface for Vision Tasks


Jun 15, 2022
Ting Chen, Saurabh Saxena, Lala Li, Tsung-Yi Lin, David J. Fleet, Geoffrey Hinton

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* The first three authors contributed equally 

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Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding


May 23, 2022
Chitwan Saharia, William Chan, Saurabh Saxena, Lala Li, Jay Whang, Emily Denton, Seyed Kamyar Seyed Ghasemipour, Burcu Karagol Ayan, S. Sara Mahdavi, Rapha Gontijo Lopes, Tim Salimans, Jonathan Ho, David J Fleet, Mohammad Norouzi

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Pix2seq: A Language Modeling Framework for Object Detection


Sep 22, 2021
Ting Chen, Saurabh Saxena, Lala Li, David J. Fleet, Geoffrey Hinton

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Machine learning pipeline for battery state of health estimation


Feb 01, 2021
Darius Roman, Saurabh Saxena, Valentin Robu, Michael Pecht, David Flynn

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* Peer review, pre-print to be published in Nature Machine Intelligence - 32 pages and 24 figures (including supplementary material) 

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Non-Autoregressive Machine Translation with Latent Alignments


Apr 22, 2020
Chitwan Saharia, William Chan, Saurabh Saxena, Mohammad Norouzi

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Large-Scale Evolution of Image Classifiers


Jun 11, 2017
Esteban Real, Sherry Moore, Andrew Selle, Saurabh Saxena, Yutaka Leon Suematsu, Jie Tan, Quoc Le, Alex Kurakin

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* Accepted for publication at ICML 2017 (34th International Conference on Machine Learning) 

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