Fahim Faisal Niloy

25 papers A* 3A 2B 3Misc 1Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2025 A* conf
AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments.
CVPR
Xiangyu Chang, Fahim Faisal Niloy, Sk Miraj Ahmed, Srikanth V. Krishnamurthy, Basak Guler, Ananthram Swami, Samet Oymak, Amit K. Roy-Chowdhury
2025 — conf
HEAL: An Empirical Study on Hallucinations in Embodied Agents Driven by Large Language Models.
EMNLP (Findings)
Trishna Chakraborty, Udita Ghosh, Xiaopan Zhang, Fahim Faisal Niloy, Yue Dong, Jiachen Li, Amit Roy-Chowdhury, Chengyu Song
2025 J jnl
HEAL: An Empirical Study on Hallucinations in Embodied Agents Driven by Large Language Models.
CoRR
Trishna Chakraborty, Udita Ghosh, Xiaopan Zhang, Fahim Faisal Niloy, Yue Dong, Jiachen Li, Amit K. Roy-Chowdhury, Chengyu Song
2025 — conf
ODES: Online Domain Adaptation with Expert Guidance for Medical Image Segmentation.
MICCAI (4)
Md Shazid Islam, Sayak Nag, Arindam Dutta, Sk Miraj Ahmed, Fahim Faisal Niloy, Shreyangshu Bera, Amit K. Roy-Chowdhury
2025 A* conf
Towards Source-Free Machine Unlearning.
CVPR
Sk Miraj Ahmed, Umit Yigit Basaran, Dripta S. Raychaudhuri, Arindam Dutta, Rohit Kundu, Fahim Faisal Niloy, Basak Guler, Amit K. Roy-Chowdhury
2025 J jnl
Towards Source-Free Machine Unlearning.
CoRR
Sk Miraj Ahmed, Umit Yigit Basaran, Dripta S. Raychaudhuri, Arindam Dutta, Rohit Kundu, Fahim Faisal Niloy, Basak Guler, Amit K. Roy-Chowdhury
2024 A* conf
CONTRAST: Continual Multi-source Adaptation to Dynamic Distributions.
NeurIPS
Sk Miraj Ahmed, Fahim Faisal Niloy, Xiangyu Chang, Dripta S. Raychaudhuri, Samet Oymak, Amit K. Roy-Chowdhury
2024 A conf
Effective Restoration of Source Knowledge in Continual Test Time Adaptation.
WACV
Fahim Faisal Niloy, Sk Miraj Ahmed, Dripta S. Raychaudhuri, Samet Oymak, Amit K. Roy-Chowdhury
2024 J jnl
MeTA: Multi-source Test Time Adaptation.
CoRR
Sk Miraj Ahmed, Fahim Faisal Niloy, Dripta S. Raychaudhuri, Samet Oymak, Amit K. Roy-Chowdhury
2024 J jnl
SSMT: Few-Shot Traffic Forecasting with Single Source Meta-Transfer.
CoRR
Kishor Kumar Bhaumik, Minha Kim, Fahim Faisal Niloy, Amin Ahsan Ali, Simon S. Woo
2024 — conf
SSMT: Few-Shot Traffic Forecasting with Single Source Meta-transfer.
ICPR (11)
Kishor Kumar Bhaumik, Minha Kim, Fahim Faisal Niloy, Amin Ahsan Ali, Simon S. Woo
2024 — conf
STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction.
PAKDD (6)
Kishor Kumar Bhaumik, Fahim Faisal Niloy, Saif Mahmud, Simon S. Woo
2024 Misc conf
Source-Free Online Domain Adaptive Semantic Segmentation of Satellite Images Under Image Degradation.
ICASSP
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
2024 J jnl
Source-Free Online Domain Adaptive Semantic Segmentation of Satellite Images under Image Degradation.
CoRR
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
2023 J jnl
Active Learning Guided Federated Online Adaptation: Applications in Medical Image Segmentation.
CoRR
Md Shazid Islam, Sayak Nag, Arindam Dutta, Sk Miraj Ahmed, Fahim Faisal Niloy, Amit K. Roy-Chowdhury
2023 A conf
CFL-Net: Image Forgery Localization Using Contrastive Learning.
WACV
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
2023 J jnl
Effective Restoration of Source Knowledge in Continual Test Time Adaptation.
CoRR
Fahim Faisal Niloy, Sk Miraj Ahmed, Dripta S. Raychaudhuri, Samet Oymak, Amit K. Roy-Chowdhury
2023 B conf
HRFNet: High-Resolution Forgery Network for Localizing Satellite Image Manipulation.
ICIP
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
2023 J jnl
HRFNet: High-Resolution Forgery Network for Localizing Satellite Image Manipulation.
CoRR
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
2022 J jnl
CFL-Net: Image Forgery Localization Using Contrastive Learning.
CoRR
Fahim Faisal Niloy, Kishor Kumar Bhaumik, Simon S. Woo
2021 J jnl
A Novel Disaster Image Dataset and Characteristics Analysis using Attention Model.
CoRR
Fahim Faisal Niloy, Arif, Abu Bakar Siddik Nayem, Anis Sarker, Ovi Paul, M. Ashraful Amin, Amin Ahsan Ali, Moinul Islam Zaber, A. K. M. Mahbubur Rahman
2021 B conf
Attention Toward Neighbors: A Context Aware Framework For High Resolution Image Segmentation.
ICIP
Fahim Faisal Niloy, M. Ashraful Amin, Amin Ahsan Ali, AKM Mahbubur Rahman
2021 J jnl
Attention Toward Neighbors: A Context Aware Framework for High Resolution Image Segmentation.
CoRR
Fahim Faisal Niloy, M. Ashraful Amin, Amin Ahsan Ali, A. K. M. Mahbubur Rahman
2021 J jnl
Deep Dive into Semi-Supervised ELBO for Improving Classification Performance.
CoRR
Fahim Faisal Niloy, M. Ashraful Amin, A. K. M. Mahbubur Rahman, Amin Ahsan Ali
2020 B conf
A Novel Disaster Image Data-set and Characteristics Analysis using Attention Model.
ICPR
Fahim Faisal Niloy, Arif, Abu Bakar Siddik Nayem, Anis Sarker, Ovi Paul, M. Ashraful Amin, Amin Ahsan Ali, Moinul Islam Zaber, A. K. M. Mahbubur Rahman