Shiv Ram Dubey

HybridSN: Exploring 3-D–2-D CNN Feature Hierarchy for Hyperspectral Image Classification

Swalpa Kumar Roy, Gopal Krishna, Shiv Ram Dubey et al. · IEEE Geoscience and Remote Sensing Letters · 2019 · 1.7K citations · Full text

Activation functions in deep learning: A comprehensive survey and benchmark

Shiv Ram Dubey, Satish Kumar Singh, B.B. Chaudhuri · Neurocomputing · 2022 · 996 citations

Convolutional Neural Network, Machine Vision, Machine Learning +9

Impact of fully connected layers on performance of convolutional neural networks for image classification

S. H. Shabbeer Basha, Shiv Ram Dubey, P. Viswanath et al. · Neurocomputing · 2019 · 538 citations · Full text

Convolutional Neural Network, Image Classification, Machine Vision +11

A Decade Survey of Content Based Image Retrieval Using Deep Learning

Shiv Ram Dubey · IEEE Transactions on Circuits and Systems for Video Technology · 2021 · 318 citations · Full text

Machine Vision, Image Analysis, Data Science +15

diffGrad: An Optimization Method for Convolutional Neural Networks

Shiv Ram Dubey, Soumendu Chakraborty, Swalpa Kumar Roy et al. · IEEE Transactions on Neural Networks and Learning Systems · 2019 · 271 citations