19 citations · 36 across the 10 of their papers we have counts for
10 papers
A Comprehensive Survey on Diffusion Models and Their Applications
Md Manjurul Ahsan, Shivakumar Raman, Yingtao Liu +1
Diffusion Models are probabilistic models that create realistic samples by simulating the diffusion process, gradually adding and removing noise from data. These models have gained…
Defect Localization Using Region of Interest and Histogram-Based Enhancement Approaches in 3D-Printing
Md Manjurul Ahsan, Shivakumar Raman, Zahed Siddique
Additive manufacturing (AM), particularly 3D printing, has revolutionized the production of complex structures across various industries. However, ensuring quality and detecting de…
Defect Analysis of 3D Printed Cylinder Object Using Transfer Learning Approaches
Md Manjurul Ahsan, Shivakumar Raman, Zahed Siddique
Additive manufacturing (AM) is gaining attention across various industries like healthcare, aerospace, and automotive. However, identifying defects early in the AM process can redu…
Divorce Prediction with Machine Learning: Insights and LIME Interpretability
Md Manjurul Ahsan
Divorce is one of the most common social issues in developed countries like in the United States. Almost 50% of the recent marriages turn into an involuntary divorce or separation.…
Few Shot Learning for Medical Imaging: A Comparative Analysis of Methodologies and Formal Mathematical Framework
Jannatul Nayem, Sayed Sahriar Hasan, Noshin Amina +4
Deep learning becomes an elevated context regarding disposing of many machine learning tasks and has shown a breakthrough upliftment to extract features from unstructured data. Tho…
Invariant Scattering Transform for Medical Imaging
Md Manjurul Ahsan, Shivakumar Raman, Zahed Siddique
Over the years, the Invariant Scattering Transform (IST) technique has become popular for medical image analysis, including using wavelet transform computation using Convolutional…