Camera On-Boarding for Person Re-Identification Using Hypothesis Transfer Learning. - Sk Miraj Ahmed; Aske R. Lejbølle; Rameswar Panda; Amit K. Roy-Chowdhury (CVPR, 2020)

Unsupervised Multi-Source Domain Adaptation Without Access to Source Data. - Sk Miraj Ahmed; Dripta S. Raychaudhuri; Sujoy Paul; Samet Oymak; Amit K. Roy-Chowdhury (CVPR, 2021)

Cross-Modal Knowledge Transfer Without Task-Relevant Source Data. - Sk Miraj Ahmed; Suhas Lohit; Kuan-Chuan Peng; Michael Jones 002; Amit K. Roy-Chowdhury (ECCV (34), 2022)

SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal Targets. - Cody Simons; Dripta S. Raychaudhuri; Sk Miraj Ahmed; Suya You; Konstantinos Karydis; Amit K. Roy-Chowdhury (ICCV, 2023)

Active Learning Guided Federated Online Adaptation: Applications in Medical Image Segmentation. - Md Shazid Islam; Sayak Nag; Arindam Dutta; Sk Miraj Ahmed; Fahim Faisal Niloy; Amit K. Roy-Chowdhury (CoRR, 2023)

CONTRAST: Continual Multi-source Adaptation to Dynamic Distributions. - Sk Miraj Ahmed; Fahim Faisal Niloy; Xiangyu Chang; Dripta S. Raychaudhuri; Samet Oymak; Amit K. Roy-Chowdhury (NeurIPS, 2024)

Effective Restoration of Source Knowledge in Continual Test Time Adaptation. - Fahim Faisal Niloy; Sk Miraj Ahmed; Dripta S. Raychaudhuri; Samet Oymak; Amit K. Roy-Chowdhury (WACV, 2024)

MeTA: Multi-source Test Time Adaptation. - Sk Miraj Ahmed; Fahim Faisal Niloy; Dripta S. Raychaudhuri; Samet Oymak; Amit K. Roy-Chowdhury (CoRR, 2024)

Plug-and-Play Transformer Modules for Test-Time Adaptation. - Xiangyu Chang; Sk Miraj Ahmed; Srikanth V. Krishnamurthy; Basak Guler; Ananthram Swami; Samet Oymak; Amit K. Roy-Chowdhury (CoRR, 2024)

FLASH: Federated Learning Across Simultaneous Heterogeneities. - Xiangyu Chang; Sk Miraj Ahmed; Srikanth V. Krishnamurthy; Basak Guler; Ananthram Swami; Samet Oymak; Amit K. Roy-Chowdhury (CoRR, 2024)

Source Free Domain Adaptive Machine Learning and Unlearning - Sk Miraj Ahmed (2024)

Towards Source-Free Machine Unlearning. - Sk Miraj Ahmed; Umit Yigit Basaran; Dripta S. Raychaudhuri; Arindam Dutta; Rohit Kundu; Fahim Faisal Niloy; Basak Guler; Amit K. Roy-Chowdhury (CVPR, 2025)

AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments. - Xiangyu Chang; Fahim Faisal Niloy; Sk Miraj Ahmed; Srikanth V. Krishnamurthy; Basak Guler; Ananthram Swami; Samet Oymak; Amit K. Roy-Chowdhury (CVPR, 2025)

A Certified Unlearning Approach without Access to Source Data. - Umit Yigit Basaran; Sk Miraj Ahmed; Amit K. Roy-Chowdhury; Basak Guler (CoRR, 2025)