Muhammad Akhtar Munir

31 papers A* 7B 1Journal 22Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
OpenEarthAgent: A Unified Framework for Tool-Augmented Geospatial Agents.
CoRR
Akashah Shabbir, Muhammad Umer Sheikh, Muhammad Akhtar Munir, Hiyam Debary, Mustansar Fiaz, Muhammad Zaigham Zaheer, Paolo Fraccaro, Fahad Shahbaz Khan, Muhammad Haris Khan, Xiao Xiang Zhu, Salman H. Khan
2026 J jnl
Towards Calibrating Prompt Tuning of Vision-Language Models.
CoRR
Ashshak Sharifdeen, Fahad Shamshad, Muhammad Akhtar Munir, Abhishek Basu, Mohamed Insaf Ismithdeen, Jeyapriyan Jeyamohan, Chathurika Sewwandi Silva, Karthik Nandakumar, Muhammad Haris Khan
2025 — conf
AirCast: Improving Air Pollution Forecasting Through Multi-Variable Data Alignment.
TerraBytes
Vishal Nedungadi, Muhammad Akhtar Munir, Marc Rußwurm, Ron Sarafian, Ioannis N. Athanasiadis, Yinon Rudich, Fahad Shahbaz Khan, Salman Khan
2025 J jnl
AirCast: Improving Air Pollution Forecasting Through Multi-Variable Data Alignment.
CoRR
Vishal Nedungadi, Muhammad Akhtar Munir, Marc Rußwurm, Ron Sarafian, Ioannis N. Athanasiadis, Yinon Rudich, Fahad Shahbaz Khan, Salman H. Khan
2025 A* conf
EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues.
CVPR
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
2025 A* conf
O-TPT: Orthogonality Constraints for Calibrating Test-time Prompt Tuning in Vision-Language Models.
CVPR
Ashshak Sharifdeen, Muhammad Akhtar Munir, Sanoojan Baliah, Salman Khan, Muhammad Haris Khan
2025 J jnl
O-TPT: Orthogonality Constraints for Calibrating Test-time Prompt Tuning in Vision-Language Models.
CoRR
Ashshak Sharifdeen, Muhammad Akhtar Munir, Sanoojan Baliah, Salman Khan, Muhammad Haris Khan
2025 J jnl
Synergistic Neural Forecasting of Air Pollution with Stochastic Sampling.
CoRR
Yohan Abeysinghe, Muhammad Akhtar Munir, Sanoojan Baliah, Ron Sarafian, Fahad Shahbaz Khan, Yinon Rudich, Salman H. Khan
2025 J jnl
TerraFM: A Scalable Foundation Model for Unified Multisensor Earth Observation.
CoRR
Muhammad Sohail Danish, Muhammad Akhtar Munir, Syed Roshaan Ali Shah, Muhammad Haris Khan, Rao Muhammad Anwer, Jorma Laaksonen, Fahad Shahbaz Khan, Salman H. Khan
2025 J jnl
ThinkGeo: Evaluating Tool-Augmented Agents for Remote Sensing Tasks.
CoRR
Akashah Shabbir, Muhammad Akhtar Munir, Akshay Dudhane, Muhammad Umer Sheikh, Muhammad Haris Khan, Paolo Fraccaro, Juan Bernabé-Moreno, Fahad Shahbaz Khan, Salman Khan
2024 J jnl
Detection and Localization of Firearm Carriers in Complex Scenes for Improved Safety Measures.
IEEE Trans. Comput. Soc. Syst.
Arif Mahmood, Abdul Basit, Muhammad Akhtar Munir, Mohsen Ali
2024 J jnl
EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues.
CoRR
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
2024 J jnl
Efficient Localized Adaptation of Neural Weather Forecasting: A Case Study in the MENA Region.
CoRR
Muhammad Akhtar Munir, Fahad Shahbaz Khan, Salman H. Khan
2024 J jnl
GEOBench-VLM: Benchmarking Vision-Language Models for Geospatial Tasks.
CoRR
Muhammad Sohail Danish, Muhammad Akhtar Munir, Syed Roshaan Ali Shah, Kartik Kuckreja, Fahad Shahbaz Khan, Paolo Fraccaro, Alexandre Lacoste, Salman H. Khan
2024 A* conf
Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment.
CVPR
Muhammad Sohail Danish, Muhammad Haris Khan, Muhammad Akhtar Munir, M. Saquib Sarfraz, Mohsen Ali
2024 J jnl
Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment.
CoRR
Muhammad Sohail Danish, Muhammad Haris Khan, Muhammad Akhtar Munir, M. Saquib Sarfraz, Mohsen Ali
2023 A* conf
Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection.
CVPR
Muhammad Akhtar Munir, Muhammad Haris Khan, Salman H. Khan, Fahad Shahbaz Khan
2023 J jnl
Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection.
CoRR
Muhammad Akhtar Munir, Muhammad Haris Khan, Salman H. Khan, Fahad Shahbaz Khan
2023 A* conf
Cal-DETR: Calibrated Detection Transformer.
NeurIPS
Muhammad Akhtar Munir, Salman H. Khan, Muhammad Haris Khan, Mohsen Ali, Fahad Shahbaz Khan
2023 J jnl
Cal-DETR: Calibrated Detection Transformer.
CoRR
Muhammad Akhtar Munir, Salman Khan, Muhammad Haris Khan, Mohsen Ali, Fahad Shahbaz Khan
2023 J jnl
Detection and Localization of Firearm Carriers in Complex Scenes for Improved Safety Measures.
CoRR
Arif Mahmood, Abdul Basit, Muhammad Akhtar Munir, Mohsen Ali
2023 J jnl
Domain Adaptive Object Detection via Balancing Between Self-Training and Adversarial Learning.
CoRR
Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali
2023 J jnl
Domain Adaptive Object Detection via Balancing Between Self-Training and Adversarial Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali
2022 A* conf
Towards Improving Calibration in Object Detection Under Domain Shift.
NeurIPS
Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali
2022 J jnl
Towards Improving Calibration in Object Detection Under Domain Shift.
CoRR
Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali
2021 J jnl
Leveraging orientation for weakly supervised object detection with application to firearm localization.
Neurocomputing
Javed Iqbal, Muhammad Akhtar Munir, Arif Mahmood, Afsheen Rafaqat Ali, Mohsen Ali
2021 A* conf
SSAL: Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection.
NeurIPS
Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali
2021 J jnl
Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection.
CoRR
Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz, Mohsen Ali
2020 B conf
Localizing Firearm Carriers By Identifying Human-Object Pairs.
ICIP
Abdul Basit, Muhammad Akhtar Munir, Mohsen Ali, Naoufel Werghi, Arif Mahmood
2020 J jnl
Localizing Firearm Carriers by Identifying Human-Object Pairs.
CoRR
Abdul Basit, Muhammad Akhtar Munir, Mohsen Ali, Arif Mahmood
2019 J jnl
Orientation Aware Object Detection with Application to Firearms.
CoRR
Javed Iqbal, Muhammad Akhtar Munir, Arif Mahmood, Afsheen Rafaqat Ali, Mohsen Ali