S.H. Shabbeer Basha
S.H. Shabbeer Basha
RV University, Bangalore
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Impact of Fully Connected Layers on Performance of Convolutional Neural Networks for Image Classification
SHS Basha, SR Dubey, V Pulabaigari, S Mukherjee
Neurocomputing, 2019
Rccnet: An efficient convolutional neural network for histological routine colon cancer nuclei classification
SHS Basha, S Ghosh, KK Babu, SR Dubey, V Pulabaigari, S Mukherjee
2018 15th International Conference on Control, Automation, Robotics and …, 2018
AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning
SHS Basha, SK Vinakota, V Pulabaigari, S Mukherjee, SR Dubey
Neural Networks 133, 112-122, 2021
Hrel: Filter pruning based on high relevance between activation maps and class labels
CH Sarvani, M Ghorai, SR Dubey, SHS Basha
Neural Networks 147, 186-197, 2022
AutoFCL: Automatically Tuning Fully Connected Layers for Handling Small Datasets
SHS Basha, SK Vinakota, SR Dubey, V Pulabaigari, S Mukherjee
Neural Computing and Applications 33, 8055–8065, 2021
An Information-rich Sampling Technique over Spatio-Temporal CNN for Classification of Human Actions in Videos
SHS Basha, V Pulabaigari, S Mukherjee
Multimedia Tools and Applications 81, 40431–40449, 2022
Deep Model Compression based on the Training History
SHS Basha, M Farazuddin, V Pulabaigari, SR Dubey, S Mukherjee
Neurocomputing 573, 2024
AdaInject: Injection Based Adaptive Gradient Descent Optimizers for Convolutional Neural Networks
SR Dubey, SHS Basha, SK Singh, BB Chaudhuri
IEEE Transactions on Artificial Intelligence, 2022
A simple hybrid filter pruning for efficient edge inference
SHS Basha, SN Gowda, J Dakala
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
A Study on Fibonacci Series Generation Algorithms
SM Farooq, SHS Basha
IEEE Conference Paper 1, 1-5, 2016
Target Aware Network Architecture Search and Compression for Efficient Knowledge Transfer
SHS Basha, D Tula, SK Vinakota, SR Dubey
Multimedia Systems, 2024
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