S. H. Shabbeer Basha

20 papers C 1Misc 1Journal 18
YearRankTypeTitle / Venue / Authors
2024 J jnl
Deep Model Compression based on the Training History.
Neurocomputing
S. H. Shabbeer Basha, Mohammad Farazuddin, Viswanath Pulabaigari, Shiv Ram Dubey, Snehasis Mukherjee
2024 J jnl
PRF: deep neural network compression by systematic pruning of redundant filters.
Neural Comput. Appl.
C. H. Sarvani, Mrinmoy Ghorai, S. H. Shabbeer Basha
2024 J jnl
Target aware network architecture search and compression for efficient knowledge transfer.
Multim. Syst.
S. H. Shabbeer Basha, Debapriya Tula, Sravan Kumar Vinakota, Shiv Ram Dubey
2023 J jnl
AdaInject: Injection-Based Adaptive Gradient Descent Optimizers for Convolutional Neural Networks.
IEEE Trans. Artif. Intell.
Shiv Ram Dubey, S. H. Shabbeer Basha, Satish Kumar Singh, Bidyut Baran Chaudhuri
2022 Misc conf
A Simple Hybrid Filter Pruning for Efficient Edge Inference.
ICASSP
S. H. Shabbeer Basha, Sheethal N. Gowda, Dakala Jayachandra
2022 J jnl
An information-rich sampling technique over spatio-temporal CNN for classification of human actions in videos.
Multim. Tools Appl.
S. H. Shabbeer Basha, Viswanath Pulabaigari, Snehasis Mukherjee
2022 J jnl
HRel: Filter Pruning based on High Relevance between Activation Maps and Class Labels.
CoRR
C. H. Sarvani, Mrinmoy Ghorai, Shiv Ram Dubey, S. H. Shabbeer Basha
2022 J jnl
HRel: Filter pruning based on High Relevance between activation maps and class labels.
Neural Networks
C. H. Sarvani, Mrinmoy Ghorai, Shiv Ram Dubey, S. H. Shabbeer Basha
2022 J jnl
Target Aware Network Architecture Search and Compression for Efficient Knowledge Transfer.
CoRR
S. H. Shabbeer Basha, Debapriya Tula, Sravan Kumar Vinakota, Shiv Ram Dubey
2021 J jnl
AutoFCL: automatically tuning fully connected layers for handling small dataset.
Neural Comput. Appl.
S. H. Shabbeer Basha, Sravan Kumar Vinakota, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
2021 J jnl
AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning.
Neural Networks
S. H. Shabbeer Basha, Sravan Kumar Vinakota, Viswanath Pulabaigari, Snehasis Mukherjee, Shiv Ram Dubey
2021 J jnl
Curvature Injected Adaptive Momentum Optimizer for Convolutional Neural Networks.
CoRR
Shiv Ram Dubey, S. H. Shabbeer Basha, Satish Kumar Singh, Bidyut Baran Chaudhuri
2021 J jnl
Deep Model Compression based on the Training History.
CoRR
S. H. Shabbeer Basha, Mohammad Farazuddin, Viswanath Pulabaigari, Shiv Ram Dubey, Snehasis Mukherjee
2020 J jnl
An Information-rich Sampling Technique over Spatio-Temporal CNN for Classification of Human Actions in Videos.
CoRR
S. H. Shabbeer Basha, Viswanath Pulabaigari, Snehasis Mukherjee
2020 J jnl
AutoFCL: Automatically Tuning Fully Connected Layers for Transfer Learning.
CoRR
S. H. Shabbeer Basha, Sravan Kumar Vinakota, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
2020 J jnl
AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning.
CoRR
S. H. Shabbeer Basha, Sravan Kumar Vinakota, Viswanath Pulabaigari, Snehasis Mukherjee, Shiv Ram Dubey
2020 J jnl
Impact of fully connected layers on performance of convolutional neural networks for image classification.
Neurocomputing
S. H. Shabbeer Basha, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
2019 J jnl
Impact of Fully Connected Layers on Performance of Convolutional Neural Networks for Image Classification.
CoRR
S. H. Shabbeer Basha, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
2018 C conf
RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification.
ICARCV
S. H. Shabbeer Basha, Soumen Ghosh, Kancharagunta Kishan Babu, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
2018 J jnl
RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification.
CoRR
S. H. Shabbeer Basha, Soumen Ghosh, Kancharagunta Kishan Babu, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee