Sk Miraj Ahmed

According to our database, Sk Miraj Ahmed authored at least 17 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Mixture of Experts Foundation Model for Scanning Electron Microscopy Image Analysis.

Sk Miraj Ahmed, Yuewei Lin, Chuntian Cao, Shinjae Yoo, Xinpei Wu, Won-Il Lee, Nikhil Tiwale, Dan N. Le, Thi Thu Huong Chu, Jiyoung Kim, Kevin G. Yager, Chang-Yong Nam

CoRR, April, 2026

Hierarchy-Guided Multimodal Representation Learning for Taxonomic Inference.

Sk Miraj Ahmed, Xi Yu, Yunqi Li, Yuewei Lin, Wei Xu

CoRR, March, 2026

2025

FLASH: Federated Learning Across Simultaneous Heterogeneities.

Xiangyu Chang, Sk Miraj Ahmed, Srikanth V. Krishnamurthy, Basak Guler, Ananthram Swami, Samet Oymak, Amit K. Roy-Chowdhury

Proceedings of the IEEE Military Communications Conference, 2025

ODES: Online Domain Adaptation with Expert Guidance for Medical Image Segmentation.

Md Shazid Islam, Sayak Nag, Arindam Dutta, Sk Miraj Ahmed, Fahim Faisal Niloy, Shreyangshu Bera, Amit K. Roy-Chowdhury

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

A Certified Unlearning Approach without Access to Source Data.

Umit Yigit Basaran, Sk Miraj Ahmed, Amit Roy-Chowdhury, Basak Guler

Proceedings of the Forty-second International Conference on Machine Learning, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Source Free Domain Adaptive Machine Learning and Unlearning

Sk Miraj Ahmed

PhD thesis, 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

MeTA: Multi-source Test Time Adaptation.

Sk Miraj Ahmed, Fahim Faisal Niloy, Dripta S. Raychaudhuri, Samet Oymak, Amit K. Roy-Chowdhury

CoRR, 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

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

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

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

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

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Cross-Modal Knowledge Transfer Without Task-Relevant Source Data.

Sk Miraj Ahmed, Suhas Lohit, Kuan-Chuan Peng, Michael Jones, Amit K. Roy-Chowdhury

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Unsupervised Multi-Source Domain Adaptation Without Access to Source Data.

Sk Miraj Ahmed, Dripta S. Raychaudhuri, Sujoy Paul, Samet Oymak, Amit K. Roy-Chowdhury

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Camera On-Boarding for Person Re-Identification Using Hypothesis Transfer Learning.

Sk Miraj Ahmed, Aske R. Lejbølle, Rameswar Panda, Amit K. Roy-Chowdhury

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020