David J Fleet
Research Areas
Authored Publications
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Towards Generalist Biomedical AI
Danny Driess
Andrew Carroll
Chuck Lau
Ryutaro Tanno
Ira Ktena
Anil Palepu
Basil Mustafa
Aakanksha Chowdhery
Simon Kornblith
Philip Mansfield
Sushant Prakash
Renee Wong
Sunny Virmani
Sara Mahdavi
Bradley Green
Ewa Dominowska
Joelle Barral
Karan Singhal
Pete Florence
NEJM AI (2024)
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging
Laura Anne Culp
Jan Freyberg
Basil Mustafa
Sebastien Baur
Simon Kornblith
Ting Chen
Patricia MacWilliams
Sara Mahdavi
Megan Zoë Walker
Aaron Loh
Cameron Chen
Scott Mayer McKinney
Jim Winkens
Zach William Beaver
Fiona Keleher Ryan
Mozziyar Etemadi
Umesh Telang
Lily Hao Yi Peng
Geoffrey Everest Hinton
Neil Houlsby
Mohammad Norouzi
Nature Biomedical Engineering (2023)
Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting
Su Wang
Chitwan Saharia
Shai Noy
Stefano Pellegrini
Sarah Laszlo
Mohammad Norouzi
Peter Anderson
William Chan
CVPR (2023)
A Generalist Framework for Panoptic Segmentation of Images and Videos
Ting Chen
Geoffrey Hinton
International Conference on Computer Vision (ICCV) (2023)
Palette: Image-to-Image Diffusion Models
Chitwan Saharia
Chris A. Lee
Huiwen Chang
Jonathan Ho
Mohammad Norouzi
William Chan
SIGGRAPH 2022 (2022)
A Unified Sequence Interface for Vision Tasks
Ting Chen
Tsung-Yi Lin
Geoffrey Hinton
Advances in Neural Information Processing Systems (NeurIPS) (2022)
Pix2seq: A Language Modeling Framework for Object Detection
Ting Chen
Geoffrey Everest Hinton
International Conference on Learning Representations (2022)
Kubric: A scalable dataset generator
Anissa Yuenming Mak
Austin Stone
Carl Doersch
Cengiz Oztireli
Charles Herrmann
Daniel Rebain
Derek Nowrouzezahrai
Dmitry Lagun
Fangcheng Zhong
Florian Golemo
Francois Belletti
Henning Meyer
Hsueh-Ti (Derek) Liu
Issam Laradji
Klaus Greff
Kwang Moo Yi
Lucas Beyer
Matan Sela
Noha Radwan
Thomas Kipf
Tianhao Wu
Vincent Sitzmann
Yilun Du
Yishu Miao
(2022)
Image Super-Resolution via Iterative Refinement
Chitwan Saharia
Jonathan Ho
Mohammad Norouzi
William Chan
Submission to ICCV 2021
Cascaded Diffusion Models for High Fidelity Image Generation
Jonathan Ho
Chitwan Saharia
William Chan
Mohammad Norouzi
https://cascaded-diffusion.github.io/ (2021)
