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cs.CV2026
MedNet and U-ViT: A Nested Vision Transformer Diffusion Framework for Diverse Medical Images Generation
Lakshmikar R. Polamreddy, Jialu Li, Youshan Zhang
The scarcity of diverse, high-quality medical images remains a significant bottleneck in advancing AI-driven medical diagnostics and treatment planning. Traditional datasets often…
cs.CV2025
Confident Pseudo-labeled Diffusion Augmentation for Canine Cardiomegaly Detection
Shiman Zhang, Lakshmikar Reddy Polamreddy, Youshan Zhang
Canine cardiomegaly, marked by an enlarged heart, poses serious health risks if undetected, requiring accurate diagnostic methods. Current detection models often rely on small, poo…
cs.CV2023
LaksNet: an end-to-end deep learning model for self-driving cars in Udacity simulator
Lakshmikar R. Polamreddy, Youshan Zhang
The majority of road accidents occur because of human errors, including distraction, recklessness, and drunken driving. One of the effective ways to overcome this dangerous situati…