Minh Tran

I am a Ph.D. student in Computer Science at the University of Arkansas, advised by Ngan Le. Before starting my Ph.D., I was a research assistant at AIOZ AI, advised by Tuong Do and Anh Nguyen.

My research focuses on deep learning algorithms for computer vision, spanning perception tasks (detection, segmentation, and tracking) as well as generative tasks (completion and inpainting). My work involves perception frameworks, transformers, attention mechanisms, diffusion and flow-matching models, and self-supervised learning for low-label settings.

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