Zobrazeno 1 - 10
of 440
pro vyhledávání: '"Chakrabarti, Amlan"'
One of the principal objectives of Natural Language Processing (NLP) is to generate meaningful representations from text. Improving the informativeness of the representations has led to a tremendous rise in the dimensionality and the memory footprint
Externí odkaz:
http://arxiv.org/abs/2406.04438
The advent of transformers with attention mechanisms and associated pre-trained models have revolutionized the field of Natural Language Processing (NLP). However, such models are resource-intensive due to highly complex architecture. This limits the
Externí odkaz:
http://arxiv.org/abs/2406.16893
Autor:
Pal, Rikathi, Mondal, Sudeshna, Gupta, Aditi, Saha, Priya, Ghoshal, Somoballi, Chakrabarti, Amlan, Sur-Kolay, Susmita
In medical imaging, segmentation and localization of spinal tumors in three-dimensional (3D) space pose significant computational challenges, primarily stemming from limited data availability. In response, this study introduces a novel data augmentat
Externí odkaz:
http://arxiv.org/abs/2405.04023
Segmentation and labeling of vertebrae in MRI images of the spine are critical for the diagnosis of illnesses and abnormalities. These steps are indispensable as MRI technology provides detailed information about the tissue structure of the spine. Bo
Externí odkaz:
http://arxiv.org/abs/2404.18291
Publikováno v:
Journal of Systems and Software 2024
Quantum computers must meet extremely stringent qualitative and quantitative requirements on their qubits in order to solve real-life problems. Quantum circuit fragmentation techniques divide a large quantum circuit into a number of sub-circuits that
Externí odkaz:
http://arxiv.org/abs/2310.00444
Classifying player actions from soccer videos is a challenging problem, which has become increasingly important in sports analytics over the years. Most state-of-the-art methods employ highly complex offline networks, which makes it difficult to depl
Externí odkaz:
http://arxiv.org/abs/2307.07768
Magnetic Resonance Imaging (MRI) is a technology for non-invasive imaging of anatomical features in detail. It can help in functional analysis of organs of a specimen but it is very costly. In this work, methods for (i) virtual three-dimensional (3D)
Externí odkaz:
http://arxiv.org/abs/2303.09523
Publikováno v:
International Journal of Theoretical Physics volume 62, Article number: 92 (2023)
Numerous scientific developments in this NISQ-era (Noisy Intermediate Scale Quantum) have raised the importance for quantum algorithms relative to their conventional counterparts due to its asymptotic advantage. For resource estimates in several quan
Externí odkaz:
http://arxiv.org/abs/2212.11305
The use of a few intermediate qutrits for efficient decomposition of 3-qubit unitary gates has been proposed, to obtain an exponential reduction in the depth of the decomposed circuit. An intermediate qutrit implies that a qubit is operated as a qutr
Externí odkaz:
http://arxiv.org/abs/2212.07866
Publikováno v:
Nano Communication Networks Volume 37 (2023)
Clique problem has a wide range of applications due to its pattern matching ability. There are various formulation of clique problem like $k$-clique problem, maximum clique problem, etc. The $k$-Clique problem, determines whether an arbitrary network
Externí odkaz:
http://arxiv.org/abs/2211.07947