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Re-Imagen: Retrieval-Augmented Text-to-Image Generator


Sep 29, 2022
Wenhu Chen, Hexiang Hu, Chitwan Saharia, William W. Cohen

* 9 pages 

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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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Deblurring via Stochastic Refinement


Dec 28, 2021
Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar


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Palette: Image-to-Image Diffusion Models


Nov 10, 2021
Chitwan Saharia, William Chan, Huiwen Chang, Chris A. Lee, Jonathan Ho, Tim Salimans, David J. Fleet, Mohammad Norouzi


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Image Super-Resolution via Iterative Refinement


Apr 15, 2021
Chitwan Saharia, Jonathan Ho, William Chan, Tim Salimans, David J. Fleet, Mohammad Norouzi


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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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Imputer: Sequence Modelling via Imputation and Dynamic Programming


Feb 20, 2020
William Chan, Chitwan Saharia, Geoffrey Hinton, Mohammad Norouzi, Navdeep Jaitly

* preprint 

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Combating False Negatives in Adversarial Imitation Learning


Feb 02, 2020
Konrad Zolna, Chitwan Saharia, Leonard Boussioux, David Yu-Tung Hui, Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Yoshua Bengio

* This is an extended version of the student abstract published at 34th AAAI Conference on Artificial Intelligence 

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