no code implementations • ICON 2019 • Siddhartha Mukherjee, Vinuthkumar Prasan, Anish Nediyanchath, Manan Shah, Nikhil Kumar
This embedding is further used in the proposed deep learning based architecture for robust classification.
no code implementations • 20 Dec 2023 • Arshad Kaji, Manan Shah
We posit that the efficacy of multilingual large language models in contextual code switching is constrained by their training methodologies.
no code implementations • 26 Nov 2022 • Aman Desai, Shyamal Gandhi, Sachin Gupta, Manan Shah, Samir Patel
Machine learning is one of the most advanced and efficient techniques for predicting the amount of carbon emissions from current data.
no code implementations • 16 Nov 2021 • Aakash Shah, Manan Shah
In this paper, we aim to elicit, explain, and evaluate, qualitatively and quantitatively, major advancements in deep learning methods aimed at detecting or localizing community-acquired pneumonia (CAP), viral pneumonia, and covid-19 from images of chest X-rays and CT scans.
2 code implementations • 30 Jun 2020 • Sashikumaar Ganesan, Manan Shah
Further, the performance of CPU-GPU algorithms are compared with the GPU-only implementations to illustrate the significantly lower memory requirements.
Mathematical Software 65F10, 65F50, 65N55, 65Y05
no code implementations • 11 Oct 2016 • Manan Shah, Christopher Rubadue, David Suster, Dayong Wang
Current analysis of tumor proliferation, the most salient prognostic biomarker for invasive breast cancer, is limited to subjective mitosis counting by pathologists in localized regions of tissue images.