S. H. Shabbeer Basha

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Fully Connected

Transfer Learning

Top Venues

Neural Networks

Publications

S. H. Shabbeer Basha, Mohammad Farazuddin, Viswanath Pulabaigari, Shiv Ram Dubey, Snehasis Mukherjee
Deep Model Compression based on the Training History. Neurocomputing 573 (2024)
S. H. Shabbeer Basha, Debapriya Tula, Sravan Kumar Vinakota, Shiv Ram Dubey
Target aware network architecture search and compression for efficient knowledge transfer. Multim. Syst. 30 (2) (2024)
Shiv Ram Dubey, S. H. Shabbeer Basha, Satish Kumar Singh, Bidyut Baran Chaudhuri
AdaInject: Injection-Based Adaptive Gradient Descent Optimizers for Convolutional Neural Networks. IEEE Trans. Artif. Intell. 4 (6) (2023)
S. H. Shabbeer Basha, Viswanath Pulabaigari, Snehasis Mukherjee
An information-rich sampling technique over spatio-temporal CNN for classification of human actions in videos. Multim. Tools Appl. 81 (28) (2022)
C. H. Sarvani, Mrinmoy Ghorai, Shiv Ram Dubey, S. H. Shabbeer Basha
HRel: Filter pruning based on High Relevance between activation maps and class labels. Neural Networks 147 (2022)
S. H. Shabbeer Basha, Debapriya Tula, Sravan Kumar Vinakota, Shiv Ram Dubey
Target Aware Network Architecture Search and Compression for Efficient Knowledge Transfer. CoRR (2022)
C. H. Sarvani, Mrinmoy Ghorai, Shiv Ram Dubey, S. H. Shabbeer Basha
HRel: Filter Pruning based on High Relevance between Activation Maps and Class Labels. CoRR (2022)
S. H. Shabbeer Basha, Sheethal N. Gowda, Dakala Jayachandra
A Simple Hybrid Filter Pruning for Efficient Edge Inference. ICASSP (2022)
S. H. Shabbeer Basha, Sravan Kumar Vinakota, Viswanath Pulabaigari, Snehasis Mukherjee, Shiv Ram Dubey
AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning. Neural Networks 133 (2021)
Shiv Ram Dubey, S. H. Shabbeer Basha, Satish Kumar Singh, Bidyut Baran Chaudhuri
Curvature Injected Adaptive Momentum Optimizer for Convolutional Neural Networks. CoRR (2021)
S. H. Shabbeer Basha, Mohammad Farazuddin, Viswanath Pulabaigari, Shiv Ram Dubey, Snehasis Mukherjee
Deep Model Compression based on the Training History. CoRR (2021)
S. H. Shabbeer Basha, Sravan Kumar Vinakota, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
AutoFCL: automatically tuning fully connected layers for handling small dataset. Neural Comput. Appl. 33 (13) (2021)
S. H. Shabbeer Basha, Sravan Kumar Vinakota, Viswanath Pulabaigari, Snehasis Mukherjee, Shiv Ram Dubey
AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning. CoRR (2020)
S. H. Shabbeer Basha, Sravan Kumar Vinakota, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
AutoFCL: Automatically Tuning Fully Connected Layers for Transfer Learning. CoRR (2020)
S. H. Shabbeer Basha, Viswanath Pulabaigari, Snehasis Mukherjee
An Information-rich Sampling Technique over Spatio-Temporal CNN for Classification of Human Actions in Videos. CoRR (2020)
S. H. Shabbeer Basha, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
Impact of fully connected layers on performance of convolutional neural networks for image classification. Neurocomputing 378 (2020)
S. H. Shabbeer Basha, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
Impact of Fully Connected Layers on Performance of Convolutional Neural Networks for Image Classification. CoRR (2019)
S. H. Shabbeer Basha, Soumen Ghosh, Kancharagunta Kishan Babu, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification. ICARCV (2018)
S. H. Shabbeer Basha, Soumen Ghosh, Kancharagunta Kishan Babu, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification. CoRR (2018)