Low Complexity High Speed Deep Neural Network Augmented Wireless Channel Estimation

no code implementations • 15 Nov 2023 • Syed Asrar ul haq, Varun Singh, Bhanu Teja Tanaji, Sumit Darak

Recently, various works have shown that the deep learning (DL) based CE outperforms conventional minimum mean square error (MMSE) based CE, and it is hardware-friendly.

EinsteinPy: A Community Python Package for General Relativity

1 code implementation • 22 May 2020 • Shreyas Bapat, Ritwik Saha, Bhavya Bhatt, Shilpi Jain, Akshita Jain, Sofía Ortín Vela, Priyanshu Khandelwal, Jyotirmaya Shivottam, Jialin Ma, Gim Seng Ng, Pratyush Kerhalkar, Hrishikesh Sudam Sarode, Rishi Sharma, Manvi Gupta, Divya Gupta, Tushar Tyagi, Tanmay Rustagi, Varun Singh, Saurabh Bansal, Naman Tayal, Abhijeet Manhas, Raphael Reyna, Gaurav Kumar, Govind Dixit, Ratin Kumar, Sashank Mishra, Alpesh Jamgade, Raahul Singh, Rohit Sanjay, Khalid Shaikh, Bhavam Vidyarthi, Shamanth R Nayak K, Vineet Gandham, Nimesh Vashistha, Arnav Das, Saurabh, Shreyas Kalvankar, Ganesh Tarone, Atul Mangat, Suyog Garg, Bibek Gautam, Sitara Srinivasan, Aayush Gautam, Swaastick Kumar Singh, Suyash Salampuria, Zac Yauney, Nihar Gupte, Gagan Shenoy, Micky Yun Chan

Python is a free, easy to use a high-level programming language which has seen a huge expansion in the number of its users and developers in recent years.

General Relativity and Quantum Cosmology Cosmology and Nongalactic Astrophysics Instrumentation and Methods for Astrophysics 83-04

Automated Segmentation of Vertebrae on Lateral Chest Radiography Using Deep Learning

no code implementations • 5 Jan 2020 • Sanket Badhe, Varun Singh, Joy Li, Paras Lakhani

On the test set, the algorithm demonstrated an average dice coefficient value of 90. 5 and an average intersection-over-union (IoU) of 81. 75.

Segmentation