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Gaussian-Bernoulli RBMs Without Tears


Oct 19, 2022
Renjie Liao, Simon Kornblith, Mengye Ren, David J. Fleet, Geoffrey Hinton


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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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Imagen Video: High Definition Video Generation with Diffusion Models


Oct 05, 2022
Jonathan Ho, William Chan, Chitwan Saharia, Jay Whang, Ruiqi Gao, Alexey Gritsenko, Diederik P. Kingma, Ben Poole, Mohammad Norouzi, David J. Fleet, Tim Salimans

* See accompanying website: https://imagen.research.google/video/ 

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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

* The first three authors contributed equally 

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Residual Multiplicative Filter Networks for Multiscale Reconstruction


Jun 01, 2022
Shayan Shekarforoush, David B. Lindell, David J. Fleet, Marcus A. Brubaker


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Video Diffusion Models


Apr 07, 2022
Jonathan Ho, Tim Salimans, Alexey Gritsenko, William Chan, Mohammad Norouzi, David J. Fleet


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Kubric: A scalable dataset generator


Mar 07, 2022
Klaus Greff, Francois Belletti, Lucas Beyer, Carl Doersch, Yilun Du, Daniel Duckworth, David J. Fleet, Dan Gnanapragasam, Florian Golemo, Charles Herrmann, Thomas Kipf, Abhijit Kundu, Dmitry Lagun, Issam Laradji, Hsueh-Ti, Liu, Henning Meyer, Yishu Miao, Derek Nowrouzezahrai, Cengiz Oztireli, Etienne Pot, Noha Radwan, Daniel Rebain, Sara Sabour, Mehdi S. M. Sajjadi, Matan Sela, Vincent Sitzmann, Austin Stone, Deqing Sun, Suhani Vora, Ziyu Wang, Tianhao Wu, Kwang Moo Yi, Fangcheng Zhong, Andrea Tagliasacchi

* 21 pages, CVPR2022 

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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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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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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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