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)

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)

Unmasking the Invisible: Finding Location-Specific Aggregated Air Quality Index with Smartphone-Captured Images. - Joyanta Jyoti Mondal; Md. Farhadul Islam; Raima Islam; Nowsin Kabir Rhidi; A. B. M. Alim Al Islam; Meem Arafat Manab; Jannatun Noor (CoRR, 2023)

Tailoring Adversarial Attacks on Deep Neural Networks for Targeted Class Manipulation Using DeepFool Algorithm. - S. M. Fazle Rabby Labib; Joyanta Jyoti Mondal; Meem Arafat Manab (CoRR, 2023)

TWIG: Two-Step Image Generation Using Segmentation Masks as an Intermediary in Diffusion Models to Prevent Copyright Infringement. - Mazharul Islam Rakib; Showrin Rahman; Joyanta Jyoti Mondal; Xi Xiao; David Lewis 001; Alessandra Mileo; Meem Arafat Manab (Privacy and Identity Management, 2024)

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)

Eternal Sunshine of the Mechanical Mind: The Irreconcilability of Machine Learning and the Right to be Forgotten. - Meem Arafat Manab (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)

Aerial Flood Scene Classification Using Fine-Tuned Attention-based Architecture for Flood-Prone Countries in South Asia. - Ibne Hassan; Aman Mujahid; Abdullah Al Hasib; Andalib Rahman Shagoto; Joyanta Jyoti Mondal; Meem Arafat Manab; 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)

TWIG: Two-Step Image Generation using Segmentation Masks in Diffusion Models. - Mazharul Islam Rakib; Showrin Rahman; Joyanta Jyoti Mondal; Xi Xiao; David Lewis 001; Alessandra Mileo; Meem Arafat Manab (CoRR, 2025)