Zobrazeno 1 - 10
of 1 534
pro vyhledávání: '"A, Hidano"'
Graph Contrastive Learning (GCL) is unsupervised graph representation learning that can obtain useful representation of unknown nodes. The node representation can be utilized as features of downstream tasks. However, GCL is vulnerable to poisoning at
Externí odkaz:
http://arxiv.org/abs/2312.07022
Autor:
Arata Hidano, Dina Koeut, Hannah Holt, William T.M. Leung, Sokhom Krean, Vutha Chhim, Bunnary Seng, Sovanncheypo Chao, Wong Foong Ying, Pov Son, Sina Vor, Sokchea Huy, Ty Chhay, Sothyra Tum, San Sorn, Monidarin Chou, Yvonne C.F. Su, Gavin J.D. Smith, James W. Rudge
Publikováno v:
Emerging Infectious Diseases, Vol 30, Iss 12, Pp 2669-2673 (2024)
We analyzed >4,000 pig samples from slaughterhouses in Cambodia and found higher influenza A seroprevalence (40.0%) and prevalence (1.5%) among pigs from commercial farms than smallholder farms (seroprevalence 8.9%; prevalence 0.6%). Multivariable an
Externí odkaz:
https://doaj.org/article/f2d2a48d9ab74e84a886da33523a5cd1
Publikováno v:
Radiology Case Reports, Vol 19, Iss 11, Pp 5038-5043 (2024)
Magnetic resonance imaging (MRI) is an indispensable tool in neurosurgery, though it sometimes faces challenges such as “tumor mimicry.” While intraoperative MRI (iMRI) is widely recognized for its usefulness in achieving maximal safe resection d
Externí odkaz:
https://doaj.org/article/b0f70b7d1ae4427cbc611588a993c041
Autor:
Chang, Jung-Woo, Sun, Ke, Heydaribeni, Nasimeh, Hidano, Seira, Zhang, Xinyu, Koushanfar, Farinaz
Machine Learning (ML) has been instrumental in enabling joint transceiver optimization by merging all physical layer blocks of the end-to-end wireless communication systems. Although there have been a number of adversarial attacks on ML-based wireles
Externí odkaz:
http://arxiv.org/abs/2311.00207
Autor:
Nguyen-Son, Hoang-Quoc, Hidano, Seira, Fukushima, Kazuhide, Kiyomoto, Shinsaku, Echizen, Isao
Adversarial attacks reveal serious flaws in deep learning models. More dangerously, these attacks preserve the original meaning and escape human recognition. Existing methods for detecting these attacks need to be trained using original/adversarial d
Externí odkaz:
http://arxiv.org/abs/2306.01273
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-12 (2024)
Abstract The germinal centers (GCs) are structure found within secondary lymphoid organs and are important for the antibody-producing response against foreign antigens. In GCs, antigen-specific B cells proliferate intensely, inducing immunoglobulin c
Externí odkaz:
https://doaj.org/article/3cb6b5b94b9840aba9de6ef10eb1eae5
Autor:
Chang, Jung-Woo, Sheybani, Nojan, Hussain, Shehzeen Samarah, Javaheripi, Mojan, Hidano, Seira, Koushanfar, Farinaz
Video compression plays a significant role in IoT devices for the efficient transport of visual data while satisfying all underlying bandwidth constraints. Deep learning-based video compression methods are rapidly replacing traditional algorithms and
Externí odkaz:
http://arxiv.org/abs/2304.01441
Publikováno v:
Frontiers in Veterinary Science, Vol 11 (2024)
Externí odkaz:
https://doaj.org/article/7d7ea1a870794d129a6f1d81b2f4d0ca
Publikováno v:
Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease, Vol 13, Iss 22 (2024)
Externí odkaz:
https://doaj.org/article/9ae266ce65f2481d9076bd7032209390
Text classification has become widely used in various natural language processing applications like sentiment analysis. Current applications often use large transformer-based language models to classify input texts. However, there is a lack of system
Externí odkaz:
http://arxiv.org/abs/2209.10505