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Ocean Monjur I'm currently a 1st year PhD student in the Bellini College of Artificial Intelligence, Cybersecurity and Computing at the University of South Florida. I'm a part of the PALM Lab led by Dr Anshuman Chhabra. I did my master's from the University of Illinois Urbana-Champaign, where I was part of the IOSNEL LAB working on AI applications in agriculture under Dr Mohammed Kamruzzaman. |
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Education |
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BScCS @ IUT 2019 – 2023 |
MScABE @ UIUC 2024 – 2025 |
PhDCS @ USF 2026 – Present |
ResearchMy research focuses on improving the interpretability and efficiency of large language models (LLMs) and general AI systems. Previously, my research focused on computer vision, with an emphasis on hyperspectral image reconstruction for agricultural applications. |
PublicationsSelected publications only. For a more detailed publication history, please visit here |
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Agro-Net: A Convolution-Attention Fusion based hyperspectral model for agro-food quality assessment
Ocean Monjur, Md Toukir Ahmed, Md Wadud Ahmed, Mohammed Kamruzzaman CVPRW, 2025 |
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Agro-HSR: The first large-scale agricultural-focused hyperspectral dataset for deep learning-based image reconstruction and quality prediction
Ocean Monjur, Md Toukir Ahmed, Girish Chowdhary, Mohammed Kamruzzaman Computers and Electronics in Agriculture, 2025 |
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A comprehensive review of deep learning-based hyperspectral image reconstruction for agri-food quality appraisal
Md Toukir Ahmed, Ocean Monjur, Alin Khaliduzzaman, Mohammed Kamruzzaman Artificial Intelligence Review, 2025 |
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Deep learning-based hyperspectral image reconstruction for quality assessment of agro-product
Md. Toukir Ahmed, Ocean Monjur, Mohammed Kamruzzaman Journal of Food Engineering, 2024 |
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Hyperspectral image reconstruction for predicting chick embryo mortality towards advancing egg and hatchery industry
Md. Toukir Ahmed, Md Wadud Ahmed, Ocean Monjur, Jason Lee Emmert, Girish Chowdhary, Mohammed Kamruzzaman Smart Agricultural Technology, 2024 |
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