Fahim Faisal Niloy

Kishor Kumar Bhaumik, Minha Kim, Fahim Faisal Niloy, Amin Ahsan Ali, Simon S. Woo

SSMT: Few-Shot Traffic Forecasting with Single Source Meta-transfer

Pattern Recognition, pp. 46-61, 2025

• traffic prediction
• few-shot learning
• sinusoidal positional encoding
• intelligent transportation systems
• meta-learning

• SDG 11Sustainable Cities and Communities

Fahim Faisal Niloy, Simon S. Woo Kishor Kumar Bhaumik

CFL-Net: Image Forgery Localization Using Contrastive Learning

Winter Conference on Applications of Computer Vision (WACV) 4642-4651, pp. 4631-4640, 2023

• image forgery localization
• contrastive learning
• image forgery detection

Fahim Faisal Niloy, M Ashraful Amin, Amin Ahsan Ali, AKM Mahbubur Rahman

Attention toward neighbors: A context aware framework for high resolution image segmentation

2021 IEEE International Conference on Image Processing (ICIP), pp. 2279–2283, 2021

• context-aware segmentation
• very high resolution imagery
• contextual information

Fahim Faisal Niloy, Arif, Abu Bakar Siddik Nayem, Anis Sarker, Ovi Paul, M Ashraful Amin, Amin Ahsan Ali, Moinul Islam Zaber, AKM Mahbubur Rahman

A Novel Disaster Image Data-set and Characteristics Analysis using Attention Model

2020 25th International Conference on Pattern Recognition (ICPR), pp. 6116-6122, 2021

• infrastructure damage
• water-related disasters
• attention mechanism
• attention maps
• human damage

Fahim Faisal Niloy, M Ashraful Amin, AKM Rahman, Amin Ahsan Ali

Deep Dive into Semi-Supervised ELBO for Improving Classification Performance

arXiv preprint arXiv:2108.12734, 2021