Antonio Torralba
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Explore the profile of Antonio Torralba including associated specialties, affiliations and a list of published articles.
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41
Citations
2101
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Recent Articles
1.
Hidalgo-Fort E, Blanco-Carmona P, Munoz-Chavero F, Torralba A, Castro-Triguero R
Sensors (Basel)
. 2024 Aug;
24(15).
PMID: 39124124
A complete low-power, low-cost and wireless solution for bridge structural health monitoring is presented. This work includes monitoring nodes with modular hardware design and low power consumption based on a...
2.
Grauman K, Westbury A, Byrne E, Cartillier V, Chavis Z, Furnari A, et al.
IEEE Trans Pattern Anal Mach Intell
. 2024 Jul;
PP.
PMID: 39058617
We introduce Ego4D, a massive-scale egocentric video dataset and benchmark suite. It offers 3,670 hours of daily-life activity video spanning hundreds of scenarios (household, outdoor, workplace, leisure, etc.) captured by...
3.
Wang Z, Li Y, Chen X, Lim S, Torralba A, Zhao H, et al.
IEEE Trans Pattern Anal Mach Intell
. 2024 Jun;
PP.
PMID: 38861430
In this paper, we formally address universal object detection, which aims to detect every category in every scene. The dependence on human annotations, the limited visual information, and the novel...
4.
Sharma P, Gero S, Payne R, Gruber D, Rus D, Torralba A, et al.
Nat Commun
. 2024 May;
15(1):3617.
PMID: 38714699
Sperm whales (Physeter macrocephalus) are highly social mammals that communicate using sequences of clicks called codas. While a subset of codas have been shown to encode information about caller identity,...
5.
Luo Y, Liu C, Lee Y, DelPreto J, Wu K, Foshey M, et al.
Nat Commun
. 2024 Jan;
15(1):868.
PMID: 38286796
Human-machine interfaces for capturing, conveying, and sharing tactile information across time and space hold immense potential for healthcare, augmented and virtual reality, human-robot collaboration, and skill development. To realize this...
6.
Weber E, Papadopoulos D, Lapedriza A, Ofli F, Imran M, Torralba A
IEEE Trans Pattern Anal Mach Intell
. 2022 Jul;
45(4):4768-4781.
PMID: 35905065
Natural disasters, such as floods, tornadoes, or wildfires, are increasingly pervasive as the Earth undergoes global warming. It is difficult to predict when and where an incident will occur, so...
7.
Andreas J, Begus G, Bronstein M, Diamant R, Delaney D, Gero S, et al.
iScience
. 2022 Jun;
25(6):104393.
PMID: 35663036
Machine learning has been advancing dramatically over the past decade. Most strides are human-based applications due to the availability of large-scale datasets; however, opportunities are ripe to apply this technology...
8.
de Melo C, Torralba A, Guibas L, DiCarlo J, Chellappa R, Hodgins J
Trends Cogn Sci
. 2021 Dec;
26(2):174-187.
PMID: 34955426
Deep learning (DL) is being successfully applied across multiple domains, yet these models learn in a most artificial way: they require large quantities of labeled data to grasp even simple...
9.
Garcia-Martin J, Torralba A
Sensors (Basel)
. 2021 Jun;
21(11).
PMID: 34073644
With the development of the Internet of Things (IoT), Low Data Rate-Personal Area Networks (LR-WPAN) have been deployed for different applications. Now comes the need to integrate these networks in...
10.
Kennedy-Metz L, Mascagni P, Torralba A, Dias R, Perona P, Shah J, et al.
IEEE Trans Med Robot Bionics
. 2021 Mar;
3(1):2-10.
PMID: 33644703
Effectiveness of computer vision techniques has been demonstrated through a number of applications, both within and outside healthcare. The operating room environment specifically is a setting with rich data sources...