Publications
2024
Enhancing GANs with MMD Neural Architecture Search, PMish Activation Function and Adaptive Rank Decomposition [PDF]
Prasanna Reddy Pulakurthi, Mahsa Mozaffari, Sohail A. Dianat, Jamison Heard, Raghuveer M. Rao, and Majid Rabbani. "Enhancing GANs with MMD Neural Architecture Search, PMish Activation Function and Adaptive Rank Decomposition." In IEEE Access, doi: 10.1109/ACCESS.2024.3485557.Enhancing GAN Performance Through Neural Architecture Search and Tensor Decomposition [PDF]
Prasanna Reddy Pulakurthi, Mahsa Mozaffari, Sohail A. Dianat, Majid Rabbani, Jamison Heard, and Raghuveer Rao. "Enhancing gan performance through neural architecture search and tensor decomposition." In ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 7280-7284. IEEE, 2024, doi: 10.1109/ICASSP48485.2024.10446488.Enhancing human action recognition with GAN-based data augmentation [PDF]
Prasanna Reddy Pulakurthi, Celso M. de Melo, Raghuveer Rao, and Majid Rabbani. "Enhancing human action recognition with GAN-based data augmentation." In Synthetic Data for Artificial Intelligence and Machine Learning: Tools, Techniques, and Applications II, vol. 13035, pp. 194-204. SPIE, 2024, doi: 10.1117/12.3021572.
2023
A globally optimal fast iterative linear maximum likelihood classifier [PDF]
Prasanna Reddy Pulakurthi, Sohail A. Dianat, Majid Rabbani, Suya You, and Raghuveer M. Rao. "A globally optimal fast iterative linear maximum likelihood classifier." Electronic Imaging 35 (2023): 1-5, doi: 10.2352/EI.2023.35.14.COIMG-172.
2022
Unsupervised domain adaptation using feature aligned maximum classifier discrepancy [PDF]
Prasanna Reddy Pulakurthi, Sohail A. Dianat, Majid Rabbani, Suya You, and Raghuveer M. Rao. "Unsupervised domain adaptation using feature aligned maximum classifier discrepancy." In Applications of Machine Learning 2022, vol. 12227, pp. 37-45. SPIE, 2022, doi: 10.1117/12.2646422.
2019
Shadow Detection in Aerial Images Using Machine Learning [PDF]
Prasanna Reddy Pulakurthi. Shadow Detection in Aerial Images Using Machine Learning. Rochester Institute of Technology, 2019.Â