Muhammad Akhtar Munir

According to our database, Muhammad Akhtar Munir authored at least 19 papers between 2019 and 2025.

Collaborative distances:

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

2025

TerraFM: A Scalable Foundation Model for Unified Multisensor Earth Observation.

Muhammad Sohail Danish, Muhammad Akhtar Munir, Syed Roshaan Ali Shah, Muhammad Haris Khan, Rao Muhammad Anwer, Jorma Laaksonen, Fahad Shahbaz Khan, Salman H. Khan

CoRR, June, 2025

ThinkGeo: Evaluating Tool-Augmented Agents for Remote Sensing Tasks.

Akashah Shabbir, Muhammad Akhtar Munir, Akshay Dudhane, Muhammad Umer Sheikh, Muhammad Haris Khan, Paolo Fraccaro, Juan Bernabé-Moreno, Fahad Shahbaz Khan, Salman Khan

CoRR, May, 2025

AirCast: Improving Air Pollution Forecasting Through Multi-Variable Data Alignment.

Vishal Nedungadi, Muhammad Akhtar Munir, Marc Rußwurm, Ron Sarafian, Ioannis N. Athanasiadis, Yinon Rudich, Fahad Shahbaz Khan, Salman H. Khan

CoRR, February, 2025

EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues.

Sagar Soni, Akshay Dudhane, Hiyam Debary, Mustansar Fiaz, Muhammad Akhtar Munir, Muhammad Sohail Danish, Paolo Fraccaro, Campbell D. Watson, Levente J. Klein, Fahad Shahbaz Khan, Salman H. Khan

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

O-TPT: Orthogonality Constraints for Calibrating Test-time Prompt Tuning in Vision-Language Models.

Ashshak Sharifdeen, Muhammad Akhtar Munir, Sanoojan Baliah, Salman Khan, Muhammad Haris Khan

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

2024

Detection and Localization of Firearm Carriers in Complex Scenes for Improved Safety Measures.

Arif Mahmood, Abdul Basit, Muhammad Akhtar Munir, Mohsen Ali

IEEE Trans. Comput. Soc. Syst., June, 2024

GEOBench-VLM: Benchmarking Vision-Language Models for Geospatial Tasks.

Muhammad Sohail Danish, Muhammad Akhtar Munir, Syed Roshaan Ali Shah, Kartik Kuckreja, Fahad Shahbaz Khan, Paolo Fraccaro, Alexandre Lacoste, Salman H. Khan

CoRR, 2024

Efficient Localized Adaptation of Neural Weather Forecasting: A Case Study in the MENA Region.

Muhammad Akhtar Munir, Fahad Shahbaz Khan, Salman H. Khan

CoRR, 2024

Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment.

Muhammad Sohail Danish, Muhammad Haris Khan, Muhammad Akhtar Munir, M. Saquib Sarfraz, Mohsen Ali

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Domain Adaptive Object Detection via Balancing Between Self-Training and Adversarial Learning.

Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Cal-DETR: Calibrated Detection Transformer.

Muhammad Akhtar Munir, Salman H. Khan, Muhammad Haris Khan, Mohsen Ali, Fahad Shahbaz Khan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection.

Muhammad Akhtar Munir, Muhammad Haris Khan, Salman H. Khan, Fahad Shahbaz Khan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Towards Improving Calibration in Object Detection Under Domain Shift.

Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Leveraging orientation for weakly supervised object detection with application to firearm localization.

Javed Iqbal, Muhammad Akhtar Munir, Arif Mahmood, Afsheen Rafaqat Ali, Mohsen Ali

Neurocomputing, 2021

Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection.

Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali

CoRR, 2021

SSAL: Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection.

Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Localizing Firearm Carriers by Identifying Human-Object Pairs.

Abdul Basit, Muhammad Akhtar Munir, Mohsen Ali, Arif Mahmood

CoRR, 2020

Localizing Firearm Carriers By Identifying Human-Object Pairs.

Abdul Basit, Muhammad Akhtar Munir, Mohsen Ali, Naoufel Werghi, Arif Mahmood

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Orientation Aware Object Detection with Application to Firearms.

Javed Iqbal, Muhammad Akhtar Munir, Arif Mahmood, Afsheen Rafaqat Ali, Mohsen Ali

CoRR, 2019