Awais, Muhammad

22 publications

WACV 2025 AgroGPT: Efficient Agricultural Vision-Language Model with Expert Tuning Muhammad Awais, Ali Husain Salem Abdulla Alharthi, Amandeep Kumar, Hisham Cholakkal, Rao Muhammad Anwer

NeurIPS 2025 CG-SSL: Concept-Guided Self-Supervised Learning Sara Atito, Josef Kittler, Imran Razzak, Muhammad Awais

NeurIPS 2025 Dual-Stage Value-Guided Inference with Margin-Based Reward Adjustment for Fast and Faithful VLM Captioning Ankan Deria, Adinath Madhavrao Dukre, Feilong Tang, Sara Atito, Sudipta Roy, Muhammad Awais, Muhammad Haris Khan, Imran Razzak

CVPR 2025 One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion Chunyang Cheng, Tianyang Xu, Zhenhua Feng, Xiaojun Wu, Zhangyong Tang, Hui Li, Zeyang Zhang, Sara Atito, Muhammad Awais, Josef Kittler

NeurIPS 2025 RespoDiff: Dual-Module Bottleneck Transformation for Responsible & Faithful T2I Generation Silpa Vadakkeeveetil Sreelatha, Sauradip Nag, Muhammad Awais, Serge Belongie, Anjan Dutta

ICLR 2025 SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes Tony Alex, Sara Atito, Armin Mustafa, Muhammad Awais, Philip J B Jackson

CVPRW 2025 Short-Term 3D Human Mesh Recovery with Virtual Markers Disentanglement Xiyuan Kang, Yi Yuan, Xu Dong, Muhammad Awais, Lilian Tang, Josef Kittler, Zhenhua Feng

CVPR 2025 Text Augmented Correlation Transformer for Few-Shot Classification & Segmentation Srinivasa Rao Nandam, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais

ECCV 2024 C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition Rongchang Li, Zhenhua Feng, Tianyang Xu, Linze Li, Xiao-Jun Wu, Muhammad Awais, Sara Atito, Josef Kittler

NeurIPSW 2024 Concept Denoising Score Matching for Responsible Text-to-Image Generation Silpa Vadakkeeveetil Sreelatha, Sauradip Nag, Serge Belongie, Muhammad Awais, Anjan Dutta

AAAI 2024 DTF-AT: Decoupled Time-Frequency Audio Transformer for Event Classification Tony Alex, Sara Ahmed, Armin Mustafa, Muhammad Awais, Philip J. B. Jackson

ECCVW 2024 DailyMAE: Towards Pretraining Masked Autoencoders in One Day Jiantao Wu, Shentong Mo, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais

ECCV 2024 Efficient 3D-Aware Facial Image Editing via Attribute-Specific Prompt Learning Amandeep Kumar, Muhammad Awais, Sanath Narayan, Hisham Cholakkal, Salman Khan, Rao Muhammad Anwer

AAAI 2024 SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-Supervised Skeleton-Based Action Recognition Cong Wu, Xiao-Jun Wu, Josef Kittler, Tianyang Xu, Sara Ahmed, Muhammad Awais, Zhenhua Feng

ACML 2023 Ada$^2$NPT: An Adaptive Nearest Proxies Triplet Loss for Attribute-Aware Face Recognition with Adaptively Compacted Feature Learning Lei Ju, Zhanhua Feng, Muhammad Awais, Josef Kittler

AAAI 2022 AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-Identification Ammarah Farooq, Muhammad Awais, Josef Kittler, Syed Safwan Khalid

ICCV 2021 Adversarial Robustness for Unsupervised Domain Adaptation Muhammad Awais, Fengwei Zhou, Hang Xu, Lanqing Hong, Ping Luo, Sung-Ho Bae, Zhenguo Li

ICML 2021 How Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation Ali Akbari, Muhammad Awais, Manijeh Bashar, Josef Kittler

ICCVW 2019 Adaptive Ptych: Leveraging Image Adaptive Generative Priors for Subsampled Fourier Ptychography Fahad Shamshad, Asif Hanif, Farwa Abbas, Muhammad Awais, Ali Ahmed

ICCVW 2017 3D Morphable Models as Spatial Transformer Networks Anil Bas, Patrik Huber, William A. P. Smith, Muhammad Awais, Josef Kittler

CVPRW 2017 Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild Zhenhua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, Xiaojun Wu

ECML-PKDD 2011 Novel Fusion Methods for Pattern Recognition Muhammad Awais, Fei Yan, Krystian Mikolajczyk, Josef Kittler