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pro vyhledávání: '"Ferrari, Victor"'
Convolution is a compute-intensive operation placed at the heart of Convolution Neural Networks (CNNs). It has led to the development of many high-performance algorithms, such as Im2col-GEMM, Winograd, and Direct-Convolution. However, the comparison
Externí odkaz:
http://arxiv.org/abs/2407.10730
Autor:
Shad, Rohan, Zakka, Cyril, Kaur, Dhamanpreet, Fong, Robyn, Filice, Ross Warren, Mongan, John, Kalianos, Kimberly, Khandwala, Nishith, Eng, David, Leipzig, Matthew, Witschey, Walter, de Feria, Alejandro, Ferrari, Victor, Ashley, Euan, Acker, Michael A., Langlotz, Curtis, Hiesinger, William
Cardiac MRI allows for a comprehensive assessment of myocardial structure, function, and tissue characteristics. Here we describe a foundational vision system for cardiac MRI, capable of representing the breadth of human cardiovascular disease and he
Externí odkaz:
http://arxiv.org/abs/2312.00357
Autor:
Ferrari, Victor, Sousa, Rafael, Pereira, Marcio, de Carvalho, João P. L., Amaral, José Nelson, Moreira, José, Araujo, Guido
Convolution is one of the most computationally intensive operations that must be performed for machine-learning model inference. A traditional approach to compute convolutions is known as the Im2Col + BLAS method. This paper proposes SConv: a direct-
Externí odkaz:
http://arxiv.org/abs/2303.04739
Autor:
Bernhard, Benedikt, Ge, Yin, Antiochos, Panagiotis, Heydari, Bobak, Islam, Sabeeh, Sanchez Santiuste, Natalia, Steel, Kevin E., Bingham, Scott, Mikolich, J. Ronald, Arai, Andrew E., Bandettini, W. Patricia, Patel, Amit R., Shanbhag, Sujata M., Farzaneh-Far, Afshin, Heitner, John F., Shenoy, Chetan, Leung, Steve W., Gonzalez, Jorge A., Raman, Subha V., Ferrari, Victor A., Shah, Dipan J., Schulz-Menger, Jeanette, Stuber, Matthias, Simonetti, Orlando P., Kwong, Raymond Y.
Publikováno v:
In Journal of the American College of Cardiology 30 July 2024 84(5):417-429
Autor:
Ommen, Steve R., Ho, Carolyn Y., Asif, Irfan M., Balaji, Seshadri, Burke, Michael A., Day, Sharlene M., Dearani, Joseph A., Epps, Kelly C., Evanovich, Lauren, Ferrari, Victor A., Joglar, José A., Khan, Sadiya S., Kim, Jeffrey J., Kittleson, Michelle M., Krittanawong, Chayakrit, Martinez, Matthew W., Mital, Seema, Naidu, Srihari S., Saberi, Sara, Semsarian, Christopher, Times, Sabrina, Waldman, Cynthia Burstein
Publikováno v:
In Journal of the American College of Cardiology 11 June 2024 83(23):2324-2405
Autor:
Hopman, Luuk H.G.A., van Pouderoijen, Nikki, Mulder, Mark J., van der Laan, Anja M., Bhagirath, Pranav, Nazarian, Saman, Niessen, Hans W.M., Ferrari, Victor A., Allaart, Cornelis P., Götte, Marco J.W.
Publikováno v:
In JACC: Clinical Electrophysiology December 2023 9(12):2665-2679
Publikováno v:
In Ocean Engineering 1 November 2023 287 Part 1
Autor:
Curnes, Nicole R., Hung, Matthew L., DePietro, Daniel M., Ferrari, Victor A., Drivas, Theodore G., Chittams, Jesse, Quinn, Ryan, Trerotola, Scott O.
Publikováno v:
In Journal of Vascular and Interventional Radiology August 2023 34(8):1435-1440
Autor:
Heydari, Bobak, Ge, Yin, Antiochos, Panagiotis, Islam, Sabeeh, Steel, Kevin, Bingham, Scott, Abdullah, Shuaib, Mikolich, J. Ronald, Arai, Andrew E., Bandettini, W. Patricia, Patel, Amit R., Shanbhag, Sujata M., Farzaneh-Far, Afshin, Heitner, John F., Shenoy, Chetan, Leung, Steve W., Gonzalez, Jorge A., Raman, Subha V., Ferrari, Victor A., Shah, Dipan J., Schulz-Menger, Jeanette, Stuber, Matthias, Simonetti, Orlando P., Kwong, Raymond Y.
Publikováno v:
In JACC: Cardiovascular Imaging June 2023 16(6):749-764
Autor:
Sierra-Galan, Lilia M., Estrada-Lopez, Edgar E.S., Ferrari, Victor A., Raman, Subha V., Ferreira, Vanessa M., Raj, Vimaj, Joseph, Elizabeth, Schulz-Menger, Jeanette, Chan, Carmen W.S., Chen, Sylvia S.M., Cheng, Yuchen, De Lara Fernandez, Juliano, Terashima, Masahiro, Albert, Timothy S.E.
Publikováno v:
In Journal of Cardiovascular Magnetic Resonance 16 February 2023 25(1)