RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification. - S. H. Shabbeer Basha; Soumen Ghosh; Kancharagunta Kishan Babu; Shiv Ram Dubey; Viswanath Pulabaigari; Snehasis Mukherjee (ICARCV, 2018)

AutoFCL: Automatically Tuning Fully Connected Layers for Transfer Learning. - S. H. Shabbeer Basha; Sravan Kumar Vinakota; Shiv Ram Dubey; Viswanath Pulabaigari; Snehasis Mukherjee (CoRR, 2020)

Impact of fully connected layers on performance of convolutional neural networks for image classification. - S. H. Shabbeer Basha; Shiv Ram Dubey; Viswanath Pulabaigari; Snehasis Mukherjee (Neurocomputing, 2020)

Curvature Injected Adaptive Momentum Optimizer for Convolutional Neural Networks. - Shiv Ram Dubey; S. H. Shabbeer Basha; Satish Kumar Singh; Bidyut Baran Chaudhuri (CoRR, 2021)

AutoFCL: automatically tuning fully connected layers for handling small dataset. - S. H. Shabbeer Basha; Sravan Kumar Vinakota; Shiv Ram Dubey; Viswanath Pulabaigari; Snehasis Mukherjee (Neural Comput. Appl., 2021)

AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning. - S. H. Shabbeer Basha; Sravan Kumar Vinakota; Viswanath Pulabaigari; Snehasis Mukherjee; Shiv Ram Dubey (Neural Networks, 2021)

A Simple Hybrid Filter Pruning for Efficient Edge Inference. - S. H. Shabbeer Basha; Sheethal N. Gowda; Dakala Jayachandra (ICASSP, 2022)

An information-rich sampling technique over spatio-temporal CNN for classification of human actions in videos. - S. H. Shabbeer Basha; Viswanath Pulabaigari; Snehasis Mukherjee (Multim. Tools Appl., 2022)

HRel: Filter pruning based on High Relevance between activation maps and class labels. - C. H. Sarvani; Mrinmoy Ghorai; Shiv Ram Dubey; S. H. Shabbeer Basha (Neural Networks, 2022)

AdaInject: Injection-Based Adaptive Gradient Descent Optimizers for Convolutional Neural Networks. - Shiv Ram Dubey; S. H. Shabbeer Basha; Satish Kumar Singh; Bidyut Baran Chaudhuri (IEEE Trans. Artif. Intell., 2023)

Deep Model Compression based on the Training History. - S. H. Shabbeer Basha; Mohammad Farazuddin; Viswanath Pulabaigari; Shiv Ram Dubey; Snehasis Mukherjee (Neurocomputing, 2024)

Target aware network architecture search and compression for efficient knowledge transfer. - S. H. Shabbeer Basha; Debapriya Tula; Sravan Kumar Vinakota; Shiv Ram Dubey (Multim. Syst., 2024)

PRF: deep neural network compression by systematic pruning of redundant filters. - C. H. Sarvani; Mrinmoy Ghorai; S. H. Shabbeer Basha (Neural Comput. Appl., 2024)