no code implementations • 25 Jul 2022 • Sathvik Bhaskarpandit, Priyanka Gupta, Manik Gupta
One of the recent developments in deep learning is generalized zero-shot learning (GZSL), which aims to recognize objects from both seen and unseen classes, when only the labeled examples from seen classes are provided.
1 code implementation • 31 Jan 2022 • Priyanka Gupta, Sathvik Bhaskarpandit, Manik Gupta
Using deep learning models to classify time series data generated from the Internet of Things (IoT) devices requires a large amount of labeled data.
no code implementations • 1 Dec 2020 • Sivaramakrishnan KN, Lipika Deka, Manik Gupta
Air quality has major impact on a country's socio-economic position and identifying major air pollution sources is at the heart of tackling the issue.
no code implementations • 21 Aug 2020 • Paresh Saxena, Mandan Naresh, Manik Gupta, Anirudh Achanta, Sastri Kota, Smrati Gupta
This paper presents NANCY, a system that generates adaptive bit rates (ABR) for video and adaptive network coding rates (ANCR) using reinforcement learning (RL) for video distribution over wireless networks.