Prasanna Reddy Pulakurthi — accepted AI-conference papers

2025

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

Prevalent text-to-video retrieval systems mainly adopt embedding models for feature extraction and compute cosine similarities for ranking. However, this design presents two limitations. Low-quality text-video data pairs could compromise the retrieval, yet are hard to identify and examine. Cosine si

Cited by 0 Source ↗PDF ↗code ↗Scholar ↗

2024

Enhancing GAN Performance Through Neural Architecture Search and Tensor Decomposition

Prasanna Reddy Pulakurthi, Mahsa Mozaffari, Sohail A. Dianat, Majid Rabbani, Jamison Heard, Raghuveer Rao

ICASSP 2024accepted

Generative Adversarial Networks (GANs) have emerged as a powerful tool for generating high-fidelity content. This paper presents a new training procedure that leverages Neural Architecture Search (NAS) to discover the optimal architecture for image generation while employing the Maximum Mean Discrep…

Cited by 0 Source ↗Scholar ↗