Rob Fergus
Overview
Explore the profile of Rob Fergus including associated specialties, affiliations and a list of published articles.
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5
Citations
837
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Recent Articles
1.
Riochet R, Castro M, Bernard M, Lerer A, Fergus R, Izard V, et al.
IEEE Trans Pattern Anal Mach Intell
. 2021 May;
44(9):5016-5025.
PMID: 34038357
In order to reach human performance on complex visual tasks, artificial systems need to incorporate a significant amount of understanding of the world in terms of macroscopic objects, movements, forces,...
2.
Rives A, Meier J, Sercu T, Goyal S, Lin Z, Liu J, et al.
Proc Natl Acad Sci U S A
. 2021 Apr;
118(15).
PMID: 33876751
In the field of artificial intelligence, a combination of scale in data and model capacity enabled by unsupervised learning has led to major advances in representation learning and statistical generation....
3.
Torralba A, Fergus R, Freeman W
IEEE Trans Pattern Anal Mach Intell
. 2008 Sep;
30(11):1958-70.
PMID: 18787244
With the advent of the Internet, billions of images are now freely available online and constitute a dense sampling of the visual world. Using a variety of non-parametric methods, we...
4.
Fergus R, Fry M, Karesh W, Marra P, Newman S, Paul E
Science
. 2006 May;
312(5775):845-6.
PMID: 16690841
No abstract available.
5.
Fei-Fei L, Fergus R, Perona P
IEEE Trans Pattern Anal Mach Intell
. 2006 Mar;
28(4):594-611.
PMID: 16566508
Learning visual models of object categories notoriously requires hundreds or thousands of training examples. We show that it is possible to learn much information about a category from just one,...