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)

Multi-Scale Feature Fusion with Adaptive Attention for Robust Image Deblurring. - Sowad Rahman; Showrin Rahman; Kyung Seo Kim; Md. Tanvir Jawad (EUROCON, 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)

TextDiffuser-RL: Efficient and Robust Text Layout Optimization for High-Fidelity Text-to-Image Synthesis. - Kazi Mahathir Rahman; Showrin Rahman; Sharmin Sultana Srishty (CoRR, 2025)