no code implementations • 16 Jan 2024 • Shubham Singh, Mayur Bhat
The research delves into the capabilities of a transformer-based neural network for Ethereum cryptocurrency price forecasting.
no code implementations • 11 Oct 2023 • Shubham Singh, Dr. Mrunal Bewoor, Ammar Ranapurwala, Satyam Rai, Sheetal Patil
The study presents a deep learning framework aimed at synthesizing 3D MRI volumes from three-dimensional ultrasound images of the brain utilizing the Pix2Pix GAN model.
no code implementations • 8 Sep 2023 • Shubham Singh, Ammar Ranapurwala, Mrunal Bewoor, Sheetal Patil, Satyam Rai
This review paper delves into the present state of medical imaging, with a specific focus on the use of deep learning techniques for brain image synthesis.
no code implementations • 7 Jul 2023 • Ayse Gizem Yasar, Andrew Chong, Evan Dong, Thomas Krendl Gilbert, Sarah Hladikova, Roland Maio, Carlos Mougan, Xudong Shen, Shubham Singh, Ana-Andreea Stoica, Savannah Thais, Miri Zilka
As AI technology advances rapidly, concerns over the risks of bigness in digital markets are also growing.
no code implementations • 25 Aug 2021 • Rohan Wadhawan, Tanuj Drall, Shubham Singh, Shampa Chakraverty
Generative Adversarial Networks (GANs) have revolutionized image synthesis through many applications like face generation, photograph editing, and image super-resolution.
no code implementations • 12 Aug 2021 • Shubham Singh, Bhuvni Shah, Chris Kanich, Ian A. Kash
Data and algorithms are essential and complementary parts of a large-scale decision-making process.
no code implementations • 22 Apr 2020 • Sujit Bhattacharya, Shubham Singh
It becomes a useful and challenging exercise to draw from this huge volume of research, the key papers that form the research front, its influence in the research community, and other important research insights.