M. Saquib Sarfraz

89 papers A* 13A 8B 5C 2Misc 3Journal 44Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DriveXQA: Cross-modal Visual Question Answering for Adverse Driving Scene Understanding. CoRR Mingzhe Tao, Ruiping Liu, Junwei Zheng, Yufan Chen, Kedi Ying, M. Saquib Sarfraz, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen
2026	J	`jnl`	Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain Generalization. Int. J. Comput. Vis. Kunyu Peng, Di Wen, M. Saquib Sarfraz, Yufan Chen, Junwei Zheng, David Schneider, Kailun Yang, Jiamin Wu, Alina Roitberg, Rainer Stiefelhagen
2026	J	`jnl`	When Does LoRA Reuse Work? Theoretical Limits and Mechanisms for Recycling LoRAs Without Data Access. Trans. Mach. Learn. Res. Mei-Yen Chen, Thi Thu Uyen Hoang, Michael Hahn, M. Saquib Sarfraz
2025	J	`jnl`	EReLiFM: Evidential Reliability-Aware Residual Flow Meta-Learning for Open-Set Domain Generalization under Noisy Labels. CoRR Kunyu Peng, Di Wen, Kailun Yang, Jia Fu, Yufan Chen, Ruiping Liu, Jiamin Wu, Junwei Zheng, M. Saquib Sarfraz, Luc Van Gool, Danda Pani Paudel, Rainer Stiefelhagen
2025	J	`jnl`	Go Beyond Earth: Understanding Human Actions and Scenes in Microgravity Environments. CoRR Di Wen, Lei Qi, Kunyu Peng, Kailun Yang, Fei Teng, Ao Luo, Jia Fu, Yufan Chen, Ruiping Liu, Yitian Shi, M. Saquib Sarfraz, Rainer Stiefelhagen
2025	J	`jnl`	Is Visual in-Context Learning for Compositional Medical Tasks within Reach? CoRR Simon Reiß, Zdravko Marinov, Alexander Jaus, Constantin Seibold, M. Saquib Sarfraz, Erik Rodner, Rainer Stiefelhagen
2025	J	`jnl`	Optimizing Small Language Models for In-Vehicle Function-Calling. CoRR Yahya Sowti Khiabani, Farris Atif, Chieh Hsu, Sven Stahlmann, Tobias Michels, Sebastian Kramer, Benedikt Heidrich, M. Saquib Sarfraz, Julian Merten, Faezeh Tafazzoli
2025	J	`jnl`	Position: Pause Recycling LoRAs and Prioritize Mechanisms to Uncover Limits and Effectiveness. CoRR Mei-Yen Chen, Thi Thu Uyen Hoang, Michael Hahn, M. Saquib Sarfraz
2024	A*	`conf`	Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler. NeurIPS Kunyu Peng, Di Wen, Kailun Yang, Ao Luo, Yufan Chen, Jia Fu, M. Saquib Sarfraz, Alina Roitberg, Rainer Stiefelhagen
2024	J	`jnl`	Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler. CoRR Kunyu Peng, Di Wen, Kailun Yang, Ao Luo, Yufan Chen, Jia Fu, M. Saquib Sarfraz, Alina Roitberg, Rainer Stiefelhagen
2024	—	`conf`	AltChart: Enhancing VLM-Based Chart Summarization Through Multi-pretext Tasks. ICDAR (1) Omar Moured, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen
2024	C	`conf`	Fourier Prompt Tuning for Modality-Incomplete Scene Segmentation. IV Ruiping Liu, Jiaming Zhang, Kunyu Peng, Yufan Chen, Ke Cao, Junwei Zheng, M. Saquib Sarfraz, Kailun Yang, Rainer Stiefelhagen
2024	J	`jnl`	Fourier Prompt Tuning for Modality-Incomplete Scene Segmentation. CoRR Ruiping Liu, Jiaming Zhang, Kunyu Peng, Yufan Chen, Ke Cao, Junwei Zheng, M. Saquib Sarfraz, Kailun Yang, Rainer Stiefelhagen
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
2024	J	`jnl`	Masked Differential Privacy. CoRR David Schneider, Sina Sajadmanesh, Vikash Sehwag, M. Saquib Sarfraz, Rainer Stiefelhagen, Lingjuan Lyu, Vivek Sharma
2024	A*	`conf`	Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations. NeurIPS David Schneider, Simon Reiß, Marco Kugler, Alexander Jaus, Kunyu Peng, Susanne Sutschet, M. Saquib Sarfraz, Sven Matthiesen, Rainer Stiefelhagen
2024	J	`jnl`	Muscles in Time: Learning to Understand Human Motion by Simulating Muscle Activations. CoRR David Schneider, Simon Reiß, Marco Kugler, Alexander Jaus, Kunyu Peng, Susanne Sutschet, M. Saquib Sarfraz, Sven Matthiesen, Rainer Stiefelhagen
2024	A*	`conf`	Navigating Open Set Scenarios for Skeleton-Based Action Recognition. AAAI Kunyu Peng, Cheng Yin, Junwei Zheng, Ruiping Liu, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg
2024	Misc	`conf`	Perturbing Dominant Feature Modes for Single Domain-Generalized Object Detection. DICTA Muhammad Sohail Danish, Javed Iqbal, Mohsen Ali, M. Saquib Sarfraz, Salman H. Khan, Muhammad Haris Khan
2024	A*	`conf`	Position: Quo Vadis, Unsupervised Time Series Anomaly Detection? ICML M. Saquib Sarfraz, Mei-Yen Chen, Lukas Layer, Kunyu Peng, Marios Koulakis
2024	J	`jnl`	Position: Quo Vadis, Unsupervised Time Series Anomaly Detection? CoRR M. Saquib Sarfraz, Mei-Yen Chen, Lukas Layer, Kunyu Peng, Marios Koulakis
2024	J	`jnl`	Recognizing affective states from the expressive behavior of tennis players using convolutional neural networks. Knowl. Based Syst. Darko Jekauc, Diana Burkart, Julian Fritsch, Marc Hesenius, Ole Meyer, M. Saquib Sarfraz, Rainer Stiefelhagen
2024	—	`conf`	Referring Atomic Video Action Recognition. ECCV (19) Kunyu Peng, Jia Fu, Kailun Yang, Di Wen, Yufan Chen, Ruiping Liu, Junwei Zheng, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg
2024	J	`jnl`	Referring Atomic Video Action Recognition. CoRR Kunyu Peng, Jia Fu, Kailun Yang, Di Wen, Yufan Chen, Ruiping Liu, Junwei Zheng, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg
2024	J	`jnl`	Spacewalker: Traversing Representation Spaces for Fast Interactive Exploration and Annotation of Unstructured Data. CoRR Lukas Heine, Fabian Hörst, Jana Fragemann, Gijs Luijten, Miriam Balzer, Jan Egger, Fin Hendrik Bahnsen, M. Saquib Sarfraz, Jens Kleesiek, Constantin Seibold
2024	A*	`conf`	Towards Video-based Activated Muscle Group Estimation in the Wild. ACM Multimedia Kunyu Peng, David Schneider, Alina Roitberg, Kailun Yang, Jiaming Zhang, Chen Deng, Kaiyu Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen
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
2023	J	`jnl`	FeatFSDA: Towards Few-shot Domain Adaptation for Video-based Activity Recognition. CoRR Kunyu Peng, Di Wen, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg
2023	J	`jnl`	MuscleMap: Towards Video-based Activated Muscle Group Estimation. CoRR Kunyu Peng, David Schneider, Alina Roitberg, Kailun Yang, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen
2023	J	`jnl`	Navigating Open Set Scenarios for Skeleton-based Action Recognition. CoRR Kunyu Peng, Cheng Yin, Junwei Zheng, Ruiping Liu, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg
2022	—	`conf`	Breaking with Fixed Set Pathology Recognition Through Report-Guided Contrastive Training. MICCAI (5) Constantin Seibold, Simon Reiß, M. Saquib Sarfraz, Rainer Stiefelhagen, Jens Kleesiek
2022	J	`jnl`	Breaking with Fixed Set Pathology Recognition through Report-Guided Contrastive Training. CoRR Constantin Seibold, Simon Reiß, M. Saquib Sarfraz, Rainer Stiefelhagen, Jens Kleesiek
2022	A	`conf`	Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding. BMVC Constantin Marc Seibold, Simon Reiß, M. Saquib Sarfraz, Matthias A. Fink, Victoria Mayer, Jan Sellner, Moon-Sung Kim, Klaus H. Maier-Hein, Jens Kleesiek, Rainer Stiefelhagen
2022	J	`jnl`	Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding. CoRR Constantin Seibold, Simon Reiß, M. Saquib Sarfraz, Matthias A. Fink, Victoria Mayer, Jan Sellner, Moon-Sung Kim, Klaus H. Maier-Hein, Jens Kleesiek, Rainer Stiefelhagen
2022	A*	`conf`	Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction. CVPR M. Saquib Sarfraz, Marios Koulakis, Constantin Seibold, Rainer Stiefelhagen
2022	J	`jnl`	Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction. CoRR M. Saquib Sarfraz, Marios Koulakis, Constantin Seibold, Rainer Stiefelhagen
2022	—	`conf`	Pose-based Contrastive Learning for Domain Agnostic Activity Representations. CVPR Workshops David Schneider, M. Saquib Sarfraz, Alina Roitberg, Rainer Stiefelhagen
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	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
2021	A*	`conf`	Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation. CVPR M. Saquib Sarfraz, Naila Murray, Vivek Sharma, Ali Diba, Luc Van Gool, Rainer Stiefelhagen
2021	J	`jnl`	Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation. CoRR M. Saquib Sarfraz, Naila Murray, Vivek Sharma, Ali Diba, Luc Van Gool, Rainer Stiefelhagen
2021	A	`conf`	Unsupervised Meta-Domain Adaptation for Fashion Retrieval. WACV Vivek Sharma, Naila Murray, Diane Larlus, M. Saquib Sarfraz, Rainer Stiefelhagen, Gabriela Csurka
2021	A*	`conf`	Vi ICCV Ali Diba, Vivek Sharma, Reza Safdari, Dariush Lotfi, M. Saquib Sarfraz, Rainer Stiefelhagen, Luc Van Gool
2020	A	`conf`	Anchor-free Small-scale Multispectral Pedestrian Detection. BMVC Alexander Wolpert, Michael Teutsch, M. Saquib Sarfraz, Rainer Stiefelhagen
2020	J	`jnl`	Anchor-free Small-scale Multispectral Pedestrian Detection. CoRR Alexander Wolpert, Michael Teutsch, M. Saquib Sarfraz, Rainer Stiefelhagen
2020	B	`conf`	Clustering based Contrastive Learning for Improving Face Representations. FG Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen
2020	J	`jnl`	Clustering based Contrastive Learning for Improving Face Representations. CoRR Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen
2020	J	`jnl`	Video Face Clustering With Self-Supervised Representation Learning. IEEE Trans. Biom. Behav. Identity Sci. Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen
2019	A	`conf`	Content and Colour Distillation for Learning Image Translations with the Spatial Profile Loss. BMVC M. Saquib Sarfraz, Constantin Seibold, Haroon Khalid, Rainer Stiefelhagen
2019	J	`jnl`	Content and Colour Distillation for Learning Image Translations with the Spatial Profile Loss. CoRR M. Saquib Sarfraz, Constantin Seibold, Haroon Khalid, Rainer Stiefelhagen
2019	A*	`conf`	Efficient Parameter-Free Clustering Using First Neighbor Relations. CVPR M. Saquib Sarfraz, Vivek Sharma, Rainer Stiefelhagen
2019	J	`jnl`	Efficient Parameter-free Clustering Using First Neighbor Relations. CoRR M. Saquib Sarfraz, Vivek Sharma, Rainer Stiefelhagen
2019	—	`conf`	Motion Signatures for the Analysis of Seizure Evolution in Epilepsy. EMBC David Ahmedt-Aristizabal, M. Saquib Sarfraz, Simon Denman, Kien Nguyen, Clinton Fookes, Sasha Dionisio, Rainer Stiefelhagen
2019	B	`conf`	Self-Supervised Learning of Face Representations for Video Face Clustering. FG Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen
2019	J	`jnl`	Self-Supervised Learning of Face Representations for Video Face Clustering. CoRR Vivek Sharma, Makarand Tapaswi, M. Saquib Sarfraz, Rainer Stiefelhagen
2019	—	`conf`	Vision-Based Mouth Motion Analysis in Epilepsy: A 3D Perspective. EMBC David Ahmedt-Aristizabal, Kien Nguyen, Simon Denman, M. Saquib Sarfraz, Sridha Sridharan, Sasha Dionisio, Clinton Fookes
2018	A*	`conf`	A Pose-Sensitive Embedding for Person Re-Identification With Expanded Cross Neighborhood Re-Ranking. CVPR M. Saquib Sarfraz, Arne Schumann, Andreas Eberle, Rainer Stiefelhagen
2018	—	`conf`	Icme Grand Challenge Results on Heterogeneous Face Recognition: Polarimetric Thermal-to-Visible Matching. ICME Workshops Benjamin S. Riggan, Nathaniel J. Short, M. Saquib Sarfraz, Shuowen Hu, He Zhang, Vishal M. Patel, Sanka Rasnayaka, Jing Li, Terence Sim, Seyed Mehdi Iranmanesh, Nasser M. Nasrabadi
2018	—	`conf`	PLUMCOT at TRECVid Instance Search 2018. TRECVID Hervé Bredin, Benjamin Maurice, Ruiqing Yin, Camille Guinaudeau, Aman Behre, Claude Barras, Vivek Sharma, M. Saquib Sarfraz
2017	J	`jnl`	A Multimodal Assistive System for Helping Visually Impaired in Social Interactions. CoRR M. Saquib Sarfraz, Angela Constantinescu, Melanie Zuzej, Rainer Stiefelhagen
2017	J	`jnl`	A Multimodal Assistive System for Helping Visually Impaired in Social Interactions. Inform. Spektrum M. Saquib Sarfraz, Angela Constantinescu, Melanie Zuzej, Rainer Stiefelhagen
2017	J	`jnl`	A Pose-Sensitive Embedding for Person Re-Identification with Expanded Cross Neighborhood Re-Ranking. CoRR M. Saquib Sarfraz, Arne Schumann, Andreas Eberle, Rainer Stiefelhagen
2017	J	`jnl`	Deep Perceptual Mapping for Cross-Modal Face Recognition. Int. J. Comput. Vis. M. Saquib Sarfraz, Rainer Stiefelhagen
2017	A	`conf`	Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model. BMVC M. Saquib Sarfraz, Arne Schumann, Yan Wang, Rainer Stiefelhagen
2017	J	`jnl`	Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model. CoRR M. Saquib Sarfraz, Arne Schumann, Yan Wang, Rainer Stiefelhagen
2017	B	`conf`	Heterogeneous Face Recognition: Recent Advances in Infrared-to-Visible Matching. FG Shuowen Hu, Nathaniel J. Short, Benjamin S. Riggan, Matthew Chasse, M. Saquib Sarfraz
2016	J	`jnl`	Deep Perceptual Mapping for Cross-Modal Face Recognition. CoRR M. Saquib Sarfraz, Rainer Stiefelhagen
2015	—	`conf`	3D Facial Landmark Detection: How to Deal with Head Rotations? GCPR Anke Schwarz, Esther-Sabrina Wacker, Manuel Martin, M. Saquib Sarfraz, Rainer Stiefelhagen
2015	J	`jnl`	Deep Perceptual Mapping for Thermal to Visible Face Recognition. CoRR M. Saquib Sarfraz, Rainer Stiefelhagen
2015	A	`conf`	Deep Perceptual Mapping for Thermal to Visible Face Recogntion. BMVC M. Saquib Sarfraz, Rainer Stiefelhagen
2015	J	`jnl`	Exploiting colour information for better scene text detection and recognition. Int. J. Document Anal. Recognit. Muhammad Fraz, M. Saquib Sarfraz, Eran A. Edirisinghe
2014	A	`conf`	Exploiting Color Information for Better Scene Text Recognition. BMVC Muhammad Fraz, M. Saquib Sarfraz, Eran A. Edirisinghe
2014	B	`conf`	Mid-level-Representation Based Lexicon for Vehicle Make and Model Recognition. ICPR Muhammad Fraz, Eran A. Edirisinghe, M. Saquib Sarfraz
2013	A	`conf`	RPM: Random Points Matching for Pair wise Face-Similarity. BMVC M. Saquib Sarfraz, Muhammad Adnan Siddique, Rainer Stiefelhagen
2013	J	`jnl`	Real-time automatic license plate recognition for CCTV forensic applications. J. Real Time Image Process. M. Saquib Sarfraz, Azeem Shahzad, Muhammad Adnan Elahi, Muhammad Fraz, Iffat Zafar, Eran A. Edirisinghe
2012	C	`conf`	Automatic registration of SAR and optical images based on mutual information assisted Monte Carlo. IGARSS Muhammad Adnan Siddique, M. Saquib Sarfraz, David Bornemann, Olaf Hellwich
2011	—	`conf`	A Probabilistic Framework for Patch based Vehicle Type Recognition. VISAPP M. Saquib Sarfraz, Muhammad Haris Khan
2011	—	`conf`	Real Time Localization, Tracking and Recognition of Vehicle License Plate. VISAPP Azeem Shahzad, Muhammad Fraz, Muhammad Adnan Elahi, M. Saquib Sarfraz
2011	—	`conf`	Text Detection in Still Images and CCTV Videos using Local Energy based Shape Histogram Features (LESH). VISAPP Muhammad Fraz, M. Saquib Sarfraz
2010	J	`jnl`	Probabilistic learning for fully automatic face recognition across pose. Image Vis. Comput. M. Saquib Sarfraz, Olaf Hellwich
2009	Misc	`conf`	Bayesian prior models for vehicle make and model recognition. FIT M. Saquib Sarfraz, Ahmed Saeed, Muhammad Haris Khan, Zahid Riaz
2009	Misc	`conf`	Multi-feature fusion in advanced robotics applications. FIT Zahid Riaz, Christoph Mayer, Michael Beetz, Bernd Radig, M. Saquib Sarfraz
2008	—	`conf`	Head Pose Estimation in Face Recognition Across Pose Scenarios. VISAPP (1) M. Saquib Sarfraz, Olaf Hellwich
2008	—	`conf`	On Head Pose Estimation in Face Recognition. VISIGRAPP (Selected Papers) M. Saquib Sarfraz, Olaf Hellwich
2008	B	`conf`	Statistical appearance models for automatic pose invariant face recognition. FG M. Saquib Sarfraz, Olaf Hellwich