2 code implementations • 30 Mar 2023 • Nicholas Meisburger, Vihan Lakshman, Benito Geordie, Joshua Engels, David Torres Ramos, Pratik Pranav, Benjamin Coleman, Benjamin Meisburger, Shubh Gupta, Yashwanth Adunukota, Tharun Medini, Anshumali Shrivastava
Efficient large-scale neural network training and inference on commodity CPU hardware is of immense practical significance in democratizing deep learning (DL) capabilities.
Ranked #2 on Node Classification on Yelp-Fraud
no code implementations • 22 Nov 2022 • Anthony Corso, Kyu-Young Kim, Shubh Gupta, Grace Gao, Mykel J. Kochenderfer
An important step in the design of autonomous systems is to evaluate the probability that a failure will occur.
no code implementations • 15 Jan 2021 • Adyasha Mohanty, Shubh Gupta, Grace Xingxin Gao
In our work, we extend Particle RAIM to a GNSS-camera fused system for joint state estimation and integrity monitoring.
no code implementations • 25 Jan 2020 • Nikita Jaipuria, Shubh Gupta, Praveen Narayanan, Vidya N. Murali
Generative Adversarial Networks (GANs) are now widely used for photo-realistic image synthesis.
no code implementations • 10 Nov 2017 • Prakhar Gupta, Shubh Gupta, Ajaykrishnan Jayagopal, Sourav Pal, Ritwik Sinha
However, given the difference in what constitutes a mobile interface, and the usage context of these devices, we postulate that saliency prediction for mobile interface images requires a fresh approach.