Note: Plant Leaf Disease Network (PLeaD-Net): Identifying Plant Leaf Diseases through Leveraging Limited-Resource Deep Convolutional Neural Network. - Joyanta Jyoti Mondal; Md. Farhadul Islam; Sarah Zabeen; A. B. M. Alim Al Islam; Jannatun Noor (COMPASS, 2022)

How certain are tansformers in image classification: uncertainty analysis with Monte Carlo dropout. - Md. Farhadul Islam; Sarah Zabeen; Md. Azharul Islam; Fardin Bin Rahman; Anushua Ahmed; Dewan Ziaul Karim; Annajiat Alim Rasel; Meem Arafat Manab (ICMV, 2022)

Monte Carlo Dropout for Uncertainty Analysis and ECG Trace Image Classification. - Md. Farhadul Islam; Sarah Zabeen; Md. Humaion Kabir Mehedi; Shadab Iqbal; Annajiat Alim Rasel (S+SSPR, 2022)

Exploring Node Classification Uncertainty in Graph Neural Networks. - Md. Farhadul Islam; Sarah Zabeen; Fardin Bin Rahman; Md. Azharul Islam; Fahmid Bin Kibria; Meem Arafat Manab; Dewan Ziaul Karim; Annajiat Alim Rasel (ACM Southeast Regional Conference, 2023)

Involution Fused ConvNet for Classifying Eye-Tracking Patterns of Children with Autism Spectrum Disorder. - Md. Farhadul Islam; Meem Arafat Manab; Joyanta Jyoti Mondal; Sarah Zabeen; Fardin Bin Rahman; Md. Zahidul Hasan; Farig Sadeque; Jannatun Noor (CoRR, 2024)

Spatially Optimized Compact Deep Metric Learning Model for Similarity Search. - Md. Farhadul Islam; Md. Tanzim Reza; Meem Arafat Manab; Mohammad Rakibul Hasan Mahin; Sarah Zabeen; Jannatun Noor (CoRR, 2024)

Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced Medical Image Classification and Segmentation. - Md. Farhadul Islam; Sarah Zabeen; Meem Arafat Manab; Mohammad Rakibul Hasan Mahin; Joyanta Jyoti Mondal; Md. Tanzim Reza; Md. Zahidul Hasan; Munima Haque; Farig Sadeque; Jannatun Noor (CoRR, 2024)

Involution-based efficient autoencoder for denoising histopathological images with enhanced hybrid feature extraction. - Md. Farhadul Islam; Md. Tanzim Reza; Meem Arafat Manab; Sarah Zabeen; Md. Fahim-Ul Islam; Md. Fahim Shahriar; Mohammad Kaykobad; Md. Golam Zel Asmaul Husna; Jannatun Noor (Comput. Biol. Medicine, 2025)

Involution fused convolution for classifying eye-tracking patterns of children with Autism Spectrum Disorder. - Md. Farhadul Islam; Meem Arafat Manab; Joyanta Jyoti Mondal; Sarah Zabeen; Fardin Bin Rahman; Md. Zahidul Hasan; Farig Sadeque; Jannatun Noor (Eng. Appl. Artif. Intell., 2025)