Zobrazeno 1 - 10
of 18 358
pro vyhledávání: '"A. Kashani"'
The widely used ReLU is favored for its hardware efficiency, {as the implementation at inference is a one bit sign case,} yet suffers from issues such as the ``dying ReLU'' problem, where during training, neurons fail to activate and constantly remai
Externí odkaz:
http://arxiv.org/abs/2411.10573
Autor:
Kashani, Mahya Mohammadi, John, Tobias, Coffelt, Jeremy P., Johnsen, Einar Broch, Wasowski, Andrzej
Autonomous Underwater Vehicles (AUVs) need to operate for days without human intervention and thus must be able to do efficient and reliable task planning. Unfortunately, efficient task planning requires deliberately abstract domain models (for scala
Externí odkaz:
http://arxiv.org/abs/2410.01018
Autor:
Vahedi, Behzad, Lucas, Benjamin, Banaei-Kashani, Farnoush, Barrett, Andrew P., Meier, Walter N., Khalsa, Siri Jodha, Karimzadeh, Morteza
Sea ice, crucial to the Arctic and Earth's climate, requires consistent monitoring and high-resolution mapping. Manual sea ice mapping, however, is time-consuming and subjective, prompting the need for automated deep learning-based classification app
Externí odkaz:
http://arxiv.org/abs/2406.03645
Autor:
Jarret, Adrian, Kashani, Sepand, Rué-Queralt, Joan, Hurley, Paul, Fageot, Julien, Simeoni, Matthieu
Aims: We address two issues for the adoption of convex optimization in radio interferometric imaging. First, a method for a fine resolution setup is proposed which scales naturally in terms of memory usage and reconstruction speed. Second, a new tool
Externí odkaz:
http://arxiv.org/abs/2406.01342
The morphology and hierarchy of the vascular systems are essential for perfusion in supporting metabolism. In human retina, one of the most energy-demanding organs, retinal circulation nourishes the entire inner retina by an intricate vasculature eme
Externí odkaz:
http://arxiv.org/abs/2402.10055
Autor:
Nasrabadi, Fatemeh Gholamzadeh, Kashani, AmirHossein, Zahedi, Pegah, Chehreghani, Mostafa Haghir
In recent years, graph neural networks (GNNs) have become a popular tool for solving various problems over graphs. In these models, the link structure of the graph is typically exploited and nodes' embeddings are iteratively updated based on adjacent
Externí odkaz:
http://arxiv.org/abs/2311.12741
Autor:
Tolley, Emma, Frasch, Simon, Orliac, Etienne, Krishna, Shreyam, Bianco, Michele, Kashani, Sepand, Hurley, Paul, Simeoni, Matthieu, Kneib, Jean-Paul
The Bluebild algorithm is a new technique for image synthesis in radio astronomy which forms a least-squares estimate of the sky intensity function using the theory of sampling and interpolation operators. We present an HPC implementation of the Blue
Externí odkaz:
http://arxiv.org/abs/2310.09200
Autor:
Kashani, Ali, Danielson, Claus
This paper presents a novel approach to synthesizing positive invariant sets for unmodeled nonlinear systems using direct data-driven techniques. The data-driven invariant sets are used to design a data-driven reference governor that selects a refere
Externí odkaz:
http://arxiv.org/abs/2310.08679
Autor:
Erfan Kashani, Shima Nourigheimasi, Jeff Valisno, Isaac Smith, Brandon Lucke-Wold, Hanieh Bazrafshan, Arshin Ghaedi, Amir Mohammad Eghbalnejad Mofrad, Shokoufeh Khanzadeh
Publikováno v:
European Journal of Medical Research, Vol 29, Iss 1, Pp 1-11 (2024)
Abstract Background We aimed to determine the association of neutrophil-to-lymphocyte ratio (NLR) with non-arteritic anterior ischemic optic neuropathy (NAION). Methods We conducted a systematic review and meta-analysis according to the Preferred Rep
Externí odkaz:
https://doaj.org/article/d1637de8570444409a6d116fca13a290
Autor:
Samuel Urrutia, Hagop M. Kantarjian, Farhad Ravandi-Kashani, Carlos Bueso-Ramos, Rashmi Kanagal-Shamanna, Elias Jabbour, Guillermo Montalban-Bravo, Nicholas J. Short, Naval Daver, Gautam Borthakur, Courtney D. Dinardo, Tapan M. Kadia, Lucia Masarova, Prithviraj Bose, Naveen Pemmaraju, Guillermo Garcia-Manero, Koji Sasaki
Publikováno v:
Journal of Hematology & Oncology, Vol 17, Iss 1, Pp 1-7 (2024)
Abstract The outcomes of patients with acute myeloid leukemia (AML) and bone marrow fibrosis (MF) are not well defined. The study objectives were to evaluate the degrees of MF in AML, and corresponding response rates and outcomes. We performed a retr
Externí odkaz:
https://doaj.org/article/939f55bacc484c7e90556c1a57b540d6