62 citations · 66 across the 7 of their papers we have counts for
7 papers
Utilizing Transfer Learning and pre-trained Models for Effective Forest Fire Detection: A Case Study of Uttarakhand
Hari Prabhat Gupta, Rahul Mishra
Forest fires pose a significant threat to the environment, human life, and property. Early detection and response are crucial to mitigating the impact of these disasters. However,…
A Dataset of Inertial Measurement Units for Handwritten English Alphabets
Hari Prabhat Gupta, Rahul Mishra
This paper presents an end-to-end methodology for collecting datasets to recognize handwritten English alphabets by utilizing Inertial Measurement Units (IMUs) and leveraging the d…
Resource Aware Clustering for Tackling the Heterogeneity of Participants in Federated Learning
Rahul Mishra, Hari Prabhat Gupta, Garvit Banga
Federated Learning is a training framework that enables multiple participants to collaboratively train a shared model while preserving data privacy and minimizing communication ove…
Designing and Training of Lightweight Neural Networks on Edge Devices using Early Halting in Knowledge Distillation
Rahul Mishra, Hari Prabhat Gupta
Automated feature extraction capability and significant performance of Deep Neural Networks (DNN) make them suitable for Internet of Things (IoT) applications. However, deploying D…
Suppressing Noise from Built Environment Datasets to Reduce Communication Rounds for Convergence of Federated Learning
Rahul Mishra, Hari Prabhat Gupta, Tanima Dutta +1
Smart sensing provides an easier and convenient data-driven mechanism for monitoring and control in the built environment. Data generated in the built environment are privacy sensi…
A Survey on Deep Neural Network Compression: Challenges, Overview, and Solutions
Rahul Mishra, Hari Prabhat Gupta, Tanima Dutta
Deep Neural Network (DNN) has gained unprecedented performance due to its automated feature extraction capability. This high order performance leads to significant incorporation of…
Analysis, Modeling, and Representation of COVID-19 Spread: A Case Study on India
Rahul Mishra, Hari Prabhat Gupta, Tanima Dutta
Coronavirus outbreak is one of the most challenging pandemics for the entire human population of the planet Earth. Techniques such as the isolation of infected persons and maintain…