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pro vyhledávání: '"Wu, Robert"'
Generating combined visual and auditory sensory experiences is critical for the consumption of immersive content. Recent advances in neural generative models have enabled the creation of high-resolution content across multiple modalities such as imag
Externí odkaz:
http://arxiv.org/abs/2406.06612
Autor:
Wu, Robert, Papyan, Vardan
Neural collapse ($\mathcal{NC}$) is a phenomenon observed in classification tasks where top-layer representations collapse into their class means, which become equinorm, equiangular and aligned with the classifiers. These behaviors -- associated with
Externí odkaz:
http://arxiv.org/abs/2405.17767
Autor:
Wu, Robert, Liaqat, Daniyal, de Lara, Eyal, Son, Tatiana, Rudzicz, Frank, Alshaer, Hisham, Abed-Esfahani, Pegah, Gershon, Andrea S
Publikováno v:
JMIR mHealth and uHealth, Vol 6, Iss 6, p e10046 (2018)
BackgroundAcute exacerbations of chronic obstructive pulmonary disease (COPD) are associated with accelerated decline in lung function, diminished quality of life, and higher mortality. Proactively monitoring patients for early signs of an exacerbati
Externí odkaz:
https://doaj.org/article/cac35fe2bd3d4e8e8157adb111d3f99d
Publikováno v:
Journal of Medical Internet Research, Vol 16, Iss 5, p e132 (2014)
BackgroundSmartphones are becoming ubiquitous in health care settings. The increased adoption of mobile technology such as smartphones may be attributed to their use as a point-of-care information source and to perceived improvements in clinical comm
Externí odkaz:
https://doaj.org/article/0ae7835185c74f11bc75f228628e6e39
Publikováno v:
Journal of Medical Internet Research, Vol 16, Iss 2, p e32 (2014)
BackgroundMobile phones with operating systems and capable of running applications (smartphones) are increasingly being used in clinical settings. Medical calculating applications are popular mhealth apps for smartphones. These include, for example,
Externí odkaz:
https://doaj.org/article/31372e0e54194a7091a588755de5d954
Autor:
Wu, Robert C, Lo, Vivian, Rossos, Peter, Kuziemsky, Craig, O’Leary, Kevin J, Cafazzo, Joseph A, Reeves, Scott, Wong, Brian M, Morra, Dante
Publikováno v:
Interactive Journal of Medical Research, Vol 1, Iss 2, p e9 (2012)
BackgroundCommunication and collaboration failures can have negative impacts on the efficiency of both individual clinicians and health care system delivery as well as on the quality of patient care. Recognizing the problems associated with clinical
Externí odkaz:
https://doaj.org/article/055badcadc0246ba8edc21f5781ba7e0
Autor:
Wu, Robert M. X.1 (AUTHOR) mingxuan.wu@uts.edu.au, Shafiabady, Niusha2,3 (AUTHOR), Zhang, Huan4 (AUTHOR), Lu, Haiyan1 (AUTHOR), Gide, Ergun5 (AUTHOR), Liu, Jinrong1 (AUTHOR), Charbonnier, Clement Franck Benoit1 (AUTHOR)
Publikováno v:
Scientific Reports. 9/20/2024, Vol. 14 Issue 1, p1-18. 18p.
Autor:
Wu, Robert, Rossos, Peter, Quan, Sherman, Reeves, Scott, Lo, Vivian, Wong, Brian, Cheung, Mark, Morra, Dante
Publikováno v:
Journal of Medical Internet Research, Vol 13, Iss 3, p e59 (2011)
BackgroundCommunication between clinicians is critical to providing quality patient care but is often hampered by limitations of current systems. Smartphones such as BlackBerrys may improve communication, but studies of these technologies have been l
Externí odkaz:
https://doaj.org/article/58f6bc23680f42f09547bcb2c62548bc
We evaluate the robustness of a Neural Architecture Search (NAS) algorithm known as Efficient NAS (ENAS) against data agnostic poisoning attacks on the original search space with carefully designed ineffective operations. We empirically demonstrate h
Externí odkaz:
http://arxiv.org/abs/2111.07138
Neural Architecture Search (NAS) algorithms automate the task of finding optimal deep learning architectures given an initial search space of possible operations. Developing these search spaces is usually a manual affair with pre-optimized search spa
Externí odkaz:
http://arxiv.org/abs/2110.08710