David J Fleet

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Mohammad NorouziIdeogramVerified email at ideogram.ai
Allan D. JepsonUniversity of TorontoVerified email at cs.toronto.edu
Ali PunjaniPhD Candidate, University of Toronto, Vector InstituteVerified email at cs.toronto.edu
Marcus A BrubakerResearch Scientist, Google DeepMind; Associate Prof, York University; Affiliate, Vector InstituteVerified email at yorku.ca
Chitwan SahariaIdeogram AIVerified email at ideogram.ai
Jonathan HoVerified email at berkeley.edu
Tim SalimansGoogle DeepMind AmsterdamVerified email at google.com
William ChanIdeogramVerified email at ideogram.ai
Fartash FaghriApple ML ResearchVerified email at cs.toronto.edu
Aaron HertzmannAdobeVerified email at adobe.com
Michael J. BlackMax Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Jay WhangThe University of Texas at AustinVerified email at cs.utexas.edu
Jack M. WangVerified email at dgp.toronto.edu
David J HeegerProfessor of Psychology and Neural Science, New York UniversityVerified email at nyu.edu
Leonid SigalProfessor, University of British ColumbiaVerified email at cs.ubc.ca
John L. RubinsteinSenior Scientist, The Hospital for Sick Children.Verified email at utoronto.ca
Raquel UrtasunFounder & CEO Waabi, Professor, University of Toronto.Verified email at cs.toronto.edu
Yair WeissProfessor of Computer Science, Hebrew UniversityVerified email at mail.huji.ac.il
Pascal FuaProfessor Computer Science, EPFLVerified email at epfl.ch
Geoffrey HintonEmeritus Prof. Computer Science, University of TorontoVerified email at cs.toronto.edu

David J Fleet

Google DeepMind; University of Toronto; Vector Institute

Verified email at cs.toronto.edu - Homepage

Computer Vision Image Processing Vision Machine Learning


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cryoSPARC: Algorithms for rapid unsupervised cryo-EM structure determination A Punjani, JL Rubinstein, DJ Fleet, MA Brubaker Nature Methods 14 (3), 290-296, 2017	7035	2017
Performance of optical flow techniques JL Barron, DJ Fleet, SS Beauchemin International Journal of Computer Vision 12 (1), 43-77, 1994	6906	1994
Photorealistic text-to-image diffusion models with deep language understanding C Saharia, W Chan, S Saxena, L Li, J Whang, E Denton, ... Neural Information Processing Systems (NeurIPS), 2022	5668	2022
Image super-resolution via iterative refinement C Saharia, J Ho, W Chan, T Salimans, DJ Fleet, M Norouzi IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (4), 4713-4726, 2022	1879	2022
Computation of component image velocity from local phase information DJ Fleet, AD Jepson International Journal of Computer Vision 5 (1), 77-104, 1990	1691	1990
Robust online appearance models for visual tracking AD Jepson, DJ Fleet, TF El-Maraghi IEEE Transactions on Pattern Analysis and Machine Intelligence 25 (10), 1296 …, 2003	1539	2003
VSE++: Improved visual-semantic embeddings with hard negatives F Faghri, DJ Fleet, JR Kiros, S Fidler British Machine Vision Conference (BMVC), 2018	1523*	2018
Turbopixels: Fast superpixels using geometric flows A Levinshtein, A Stere, KN Kutulakos, DJ Fleet, SJ Dickinson, K Siddiqi IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (12), 2290 …, 2009	1508	2009
Palette: Image-to-image diffusion models C Saharia, W Chan, H Chang, CA Lee, J Ho, T Salimans, DJ Fleet, ... ACM SIGGRAPH, 2022	1507	2022
Video diffusion models J Ho, T Salimans, A Gritsenko, W Chan, M Norouzi, DJ Fleet Advances in Neural Information Processing (NeurIPS), 2022	1496	2022
Imagen Video: High definition video generation with diffusion models J Ho, W Chan, C Saharia, J Whang, R Gao, A Gritsenko, DP Kingma, ... arXiv preprint arXiv:2210.02303, 2022	1444	2022
Gaussian process dynamical models for human motion JM Wang, DJ Fleet, A Hertzmann IEEE Transactions on Pattern Analysis and Machine Intelligence 30 (2), 283-298, 2008	1186	2008
Cascaded diffusion models for high fidelity image generation J Ho, C Saharia, W Chan, DJ Fleet, M Norouzi, T Salimans Journal of Machine Learning Research 23, 1-33, 2022	1175	2022
Non-Uniform Refinement: Adaptive regularization improves single particle cryo-EM reconstruction A Punjani, H Zhang, DJ Fleet Nature Methods 17 (12), 1214-1221, 2020	1128	2020
Stochastic tracking of 3D human figures using 2D image motion H Sidenbladh, M Black, DJ Fleet European Conference on Computer Vision (ECCV), 702-718, 2000	1049	2000
Hamming distance metric learning M Norouzi, DJ Fleet, R Salakhutdinov Advances in Neural Information Processing Systems (NIPS), 1070-1078, 2012	969	2012
Performance of optical flow techniques JL Barron, DJ Fleet, SS Beauchemin, TA Burkitt IEEE Computer Vision and Pattern Recognition (CVPR), 236-242, 1992	933	1992
Minimal loss hashing for compact binary codes M Norouzi, DJ Fleet International Conference on Machine Learning (ICML)., 2011	901	2011
3D Variability Analysis: Directly resolving continuous flexibility and discrete heterogeneity from single particle cryo-EM images A Punjani, DJ Fleet Journal of Structural Biology 213 (2), 107702, 2021	778	2021
Optical flow estimation DJ Fleet, Y Weiss Handbook of Mathematical Models in Computer Vision, 237-257, 2006	741	2006

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