Zobrazeno 1 - 10
of 51 234
pro vyhledávání: '"A. D'Souza"'
Autor:
N.L. Taylor, A. D'Souza, B.R. Munn, J. Lv, L. Zaborszky, E.J. Müller, G. Wainstein, F. Calamante, J.M. Shine
Publikováno v:
NeuroImage, Vol 260, Iss , Pp 119455- (2022)
Complex cognitive abilities are thought to arise from the ability of the brain to adaptively reconfigure its internal network structure as a function of task demands. Recent work has suggested that this inherent flexibility may in part be conferred b
Externí odkaz:
https://doaj.org/article/51565cadff97476ea29d7a9bf686e202
The use of synthetic data has played a critical role in recent state-of-art breakthroughs. However, overly relying on a single oracle teacher model to generate data has been shown to lead to model collapse and invite propagation of biases. These limi
Externí odkaz:
http://arxiv.org/abs/2408.14960
Autor:
Kabongo, Salomon, D'Souza, Jennifer
This study demonstrates the application of instruction finetuning of pretrained Large Language Models (LLMs) to automate the generation of AI research leaderboards, extracting (Task, Dataset, Metric, Score) quadruples from articles. It aims to stream
Externí odkaz:
http://arxiv.org/abs/2408.10141
Autor:
Chen, Yiming, D'Souza, Niharika S., Mandepally, Akshith, Henninger, Patrick, Kashyap, Satyananda, Karani, Neerav, Dey, Neel, Zachary, Marcos, Rizq, Raed, Chouinard, Paul, Golland, Polina, Syeda-Mahmood, Tanveer F.
Precisely estimating lumen boundaries in intravascular ultrasound (IVUS) is needed for sizing interventional stents to treat deep vein thrombosis (DVT). Unfortunately, current segmentation networks like the UNet lack the precision needed for clinical
Externí odkaz:
http://arxiv.org/abs/2408.04826
Autor:
Velguth, Benjamin N., Bell, Eric F., Smercina, Adam, Price, Paul, Gozman, Katya, Monachesi, Antonela, D'Souza, Richard, Bailin, Jeremy, De Jong, Roelof S., Jang, In Sung, Slater, Colin T.
Mergers of and interactions between galaxies imprint a wide diversity of morphological, dynamical, and chemical characteristics in stellar halos and tidal streams. Measuring these characteristics elucidates aspects of the progenitors of the galaxies
Externí odkaz:
http://arxiv.org/abs/2408.04627
The application of large-scale models in medical image segmentation demands substantial quantities of meticulously annotated data curated by experts along with high computational resources, both of which are challenges in resource-poor settings. In t
Externí odkaz:
http://arxiv.org/abs/2407.15042
The study of probability distributions for random variables and their algebraic combinations has been a central focus driving the advancement of probability and statistics. Since the 1920s, the challenge of calculating the probability distributions o
Externí odkaz:
http://arxiv.org/abs/2407.14554
Autor:
Haque, Asraful, D'Souza, Harshal Jason, Parate, Shubham Kumar, Sandilya, Rama Satya, Raghavan, Srinivasan, Nukala, Pavan
Integrating epitaxial BaTiO$_3$ (BTO) with Si is essential for leveraging its ferroelectric, piezoelectric, and nonlinear optical properties in microelectronics. Recently, heterogeneous integration approaches that involve growth of BTO on ideal subst
Externí odkaz:
http://arxiv.org/abs/2407.11338
Autor:
D'Souza, Felcy
This study aims to determine the awareness and adoption of Artificial Intelligence (AI) technologies in the respondent libraries of Karnataka based on demographic variables such as gender, age, academic status, and professional experience. This study
Externí odkaz:
http://arxiv.org/abs/2407.18933
Our study explores how well the state-of-the-art Large Language Models (LLMs), like GPT-4 and Mistral, can assess the quality of scientific summaries or, more fittingly, scientific syntheses, comparing their evaluations to those of human annotators.
Externí odkaz:
http://arxiv.org/abs/2407.02977