Patents (chronological order):

P1. S.H.Shabbeer Basha, Sheethal Gowda, Jayachandra D, "Inclement Weather Detection", United States Patent Application 20240199049, 2024. [Link]


Journals (chronological order):

J9. Sarvani CH, Mrinmoy Ghorai, Shabbeer Basha, "PRF: Deep Neural Network Compression by Systematic Pruning of Redundant Filters", Neural Computing and Applications (Impact Factor: 4.5), Springer, 2024. [Paper][Code]

J8. S.H.Shabbeer Basha, Debapriya Tula, Sravan Kumar Vinakota, Shiv Ram Dubey, Target Aware Architecture Search and Compression for Efficient Knowledge Transfer, Multimedia Systems (Impact factor: 3.9), Springer, 2024. [Paper][Code

J7. S.H.Shabbeer Basha, Mohammad Farazuddin, Viswanath Pulabaigari, Shiv Ram Dubey, Snehasis Mukherjee, "Deep Model Compression based on the Training History", Neurocomputing (Impact factor: 6), Elsevier, 2024.  [Paper][Code]

J6: Shiv Ram Dubey, SH Shabbeer Basha, Satish Kumar Singh, and Bidyut Baran Chaudhuri, AdaInject: Injection based adaptive gradient descent optimizers for convolutional neural networks, IEEE Transactions on Artificial Intelligence, 2023. [Paper] [Code]

J5: Shabbeer Basha, Viswanath Pulabaigari, Snehasis Mukherjee, An Information-rich Sampling Technique over Spatio-Temporal CNN for Classification of Human Actions in Videos, Multimedia Tools & Applications, (Impact factor: 3.6), Springer, March 2022, (Springer) [Paper

J4: Sarvani CH, Mrinmoy Ghorai, Shiv Ram Dubey, Shabbeer Basha, HRel: Filter Pruning based on high relevance between activation maps and class labels, Neural Networks (Impact facor: 7.8), Elsevier, Jan 2022, (Elsevier) [paper] [code]

J3: Shabbeer Basha, Sravan Kumar Vinakota, Shiv Ram Dubey, Viswanath Pulabaigari, and Snehasis Mukherjee, AutoFCL: Automatically Tuning Fully Connected Layers for Handling Small Datasets. Neural Computing and Applications (Impact Factor: 6), November 2020. (Springer) [paper] [code]

J2: SH Shabbeer Basha, Sravan Kumar Vinakota, Viswanath Pulabaigari, Snehasis Mukherjee and Shiv Ram Dubey, AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning.. Neural Networks (Impact Factor:7.8), 133:112-122, Jan 2021. (Elsevier) [link] [pdf][Code

J1. SH Shabbeer Basha, Shiv Ram Dubey, Viswanath Pulabaigari and Snehasis Mukherjee, Impact of Fully Connected Layers on Performance of Convolutional Neural Networks for Image Classification.. Neurocomputing (Impact Factor: 6), 378:112-119, Feb 2020. (Elsevier) [link] [pdf] [Code and Project Page]


Conferences (Chronological order):

C2. SH Shabbeer Basha, Sheethal N Gowda, Jayachandra Dakala, A Simple Hybrid Filter Pruning for Efficient Edge Inference,, In ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 3398-3402. IEEE, 2022. (A* conference in signal processing domain) 

C1. SH Shabbeer Basha, Soumen Ghosh, Kancharagunta Kishan Babu, Shiv Ram Dubey, Viswanath Pulabaigari and Snehasis Mukherjee, RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification. Fifteenth International Conference on Control, Automation, Robotics and Vision (ICARCV), Singapore, Nov 2018. (IEEE) [link] [pdf][Code] (Core C conference in Robotics).