Search Results for author: Manik Gupta

Found 4 papers, 1 papers with code

LETS-GZSL: A Latent Embedding Model for Time Series Generalized Zero Shot Learning

no code implementations25 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.

Attribute EEG +4

Similarity Learning based Few Shot Learning for ECG Time Series Classification

1 code implementation31 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.

Dynamic Time Warping Few-Shot Learning +3

Use of Remote Sensing Data to Identify Air Pollution Signatures in India

no code implementations1 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.

Clustering Position

NANCY: Neural Adaptive Network Coding methodologY for video distribution over wireless networks

no code implementations21 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.

reinforcement-learning Reinforcement Learning (RL)

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