Prasanna Reddy Pulakurthi

Publications

Advancements in ML via Efficient Generative Modeling, Robust Domain Adaptation, and Explainable Multimodal Retrieval

Prasanna Reddy Pulakurthi. Thesis. Rochester Institute of Technology. Accessed from [PDF] [Presentation]

X-CoT: Explainable Text-to-Video Retrieval via LLM-based Chain-of-Thought Reasoning

Prasanna Reddy Pulakurthi, Jiamian Wang, Majid Rabbani, Sohail Dianat, Raghuveer Rao, Zhiqiang Tao. EMNLP 2025 (Main Conference). [EMNLP] · [arXiv] · [PDF] · [Code] · [Project Page]

Shuffle Patchmix Augmentation with Confidence-Margin Weighted Pseudo-Labels for Enhanced Source-Free Domain Adaptation

Prasanna Reddy Pulakurthi, Majid Rabbani, Jamison Heard, Sohail Dianat, Celso M. de Melo, Raghuveer Rao. 2025 IEEE International Conference on Image Processing (ICIP). [IEEE Xplore] · [arXiv] · [PDF] · [Code]

Effective dual-region augmentation for reduced reliance on large amounts of labeled data

Prasanna Reddy Pulakurthi, Majid Rabbani, Celso M. de Melo, Sohail A. Dianat, and Raghuveer M. Rao. SPIE 2025 [DOI: 10.1117/12.3058627] · [arXiv] · [PDF] · [Code]

Enhancing GANs with MMD Neural Architecture Search, PMish Activation Function and Adaptive Rank Decomposition

Prasanna Reddy Pulakurthi, Mahsa Mozaffari, Sohail A. Dianat, Jamison Heard, Raghuveer M. Rao, and Majid Rabbani. IEEE Access, 2024
[IEEE Xplore] · [PDF] · [Code]

Enhancing GAN Performance Through Neural Architecture Search and Tensor Decomposition

Prasanna Reddy Pulakurthi, Mahsa Mozaffari, Sohail A. Dianat, Majid Rabbani, Jamison Heard, and Raghuveer Rao. ICASSP 2024
[IEEE Xplore] · [PDF] · [Code]

Enhancing human action recognition with GAN-based data augmentation

Prasanna Reddy Pulakurthi, Celso M. de Melo, Raghuveer Rao, and Majid Rabbani. SPIE 2024
[DOI: 10.1117/12.3021572] · [PDF] · [Code]

A globally optimal fast iterative linear maximum likelihood classifier

Prasanna Reddy Pulakurthi, Sohail A. Dianat, Majid Rabbani, Suya You, and Raghuveer M. Rao. EI 2023
[COIMG-172] · [PDF]

Unsupervised Domain Adaptation Using Feature Aligned Maximum Classifier Discrepancy

Prasanna Reddy Pulakurthi, Sohail A. Dianat, Majid Rabbani, Suya You, and Raghuveer M. Rao. SPIE 2022
[DOI: 10.1117/12.2646422] · [PDF] · [Code]

Resume

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Personal Website

Visit my website for more information: https://www.prasannapulakurthi.com

Contact

For research or collaboration inquiries, feel free to reach out via
Email: pp4405@rit.edu LinkedIn