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ORCIDS. H. Shabbeer Basha
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2020 – today
- 2024
[j9]S. H. Shabbeer Basha
, Mohammad Farazuddin, Viswanath Pulabaigari, Shiv Ram Dubey, Snehasis Mukherjee:
Deep Model Compression based on the Training History. Neurocomputing 573: 127257 (2024)- [j8]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): 81 (2024) - [j7]C. H. Sarvani, Mrinmoy Ghorai, S. H. Shabbeer Basha:
PRF: deep neural network compression by systematic pruning of redundant filters. Neural Comput. Appl. 36(33): 20607-20616 (2024) - 2023
- [j6]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): 1540-1548 (2023) - 2022
- [j5]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): 40431-40449 (2022) - [j4]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: 186-197 (2022) - [c2]S. H. Shabbeer Basha, Sheethal N. Gowda, Dakala Jayachandra:
A Simple Hybrid Filter Pruning for Efficient Edge Inference. ICASSP 2022: 3398-3402 - [i9]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 abs/2202.10716 (2022) - [i8]S. H. Shabbeer Basha, Debapriya Tula, Sravan Kumar Vinakota, Shiv Ram Dubey:
Target Aware Network Architecture Search and Compression for Efficient Knowledge Transfer. CoRR abs/2205.05967 (2022) - 2021
- [j3]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): 8055-8065 (2021) - [j2]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: 112-122 (2021) - [i7]S. H. Shabbeer Basha, Mohammad Farazuddin, Viswanath Pulabaigari, Shiv Ram Dubey, Snehasis Mukherjee:
Deep Model Compression based on the Training History. CoRR abs/2102.00160 (2021) - [i6]Shiv Ram Dubey, S. H. Shabbeer Basha, Satish Kumar Singh, Bidyut Baran Chaudhuri:
Curvature Injected Adaptive Momentum Optimizer for Convolutional Neural Networks. CoRR abs/2109.12504 (2021) - 2020
- [j1]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: 112-119 (2020) - [i5]S. H. Shabbeer Basha, Sravan Kumar Vinakota, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee:
AutoFCL: Automatically Tuning Fully Connected Layers for Transfer Learning. CoRR abs/2001.11951 (2020) - [i4]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 abs/2002.02100 (2020) - [i3]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 abs/2005.02165 (2020)
2010 – 2019
- 2019
- [i2]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 abs/1902.02771 (2019) - 2018
- [c1]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: 1222-1227 - [i1]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 abs/1810.02797 (2018)
Coauthor Index
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