Muhammad Awais

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 71

Top Topics

Face Recognition

Convolutional Neural Network

Neural Network Ensembles

Top Venues

Pattern Recognit.

Publications

Sara Atito Ali Ahmed, Muhammad Awais, Wenwu Wang, Mark D. Plumbley, Josef Kittler
ASiT: Local-Global Audio Spectrogram Vision Transformer for Event Classification. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Xuefeng Zhu, Tianyang Xu, Sara Atito, Muhammad Awais, Xiaojun Wu, Zhen-Hua Feng, Josef Kittler
Self-supervised learning for RGB-D object tracking. Pattern Recognit. 155 (2024)
Fatemeh Nazarieh, Zhenhua Feng, Muhammad Awais, Wenwu Wang, Josef Kittler
A Survey of Cross-Modal Visual Content Generation. IEEE Trans. Circuits Syst. Video Technol. 34 (8) (2024)
Jiantao Wu, Shentong Mo, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais
DailyMAE: Towards Pretraining Masked Autoencoders in One Day. CoRR (2024)
Abhijeet Parida, Daniel Capellán-Martín, Sara Atito, Muhammad Awais, María J. Ledesma-Carbayo, Marius George Linguraru, Syed Muhammad Anwar
DiCoM - Diverse Concept Modeling towards Enhancing Generalizability in Chest X-Ray Studies. CoRR (2024)
Ali Akbari, Muhammad Awais, Soroush Fatemifar, Syed Safwan Khalid, Josef Kittler
RAgE: Robust Age Estimation Through Subject Anchoring With Consistency Regularisation. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Rongchang Li, Zhenhua Feng, Tianyang Xu, Linze Li, Xiao-Jun Wu, Muhammad Awais, Sara Atito, Josef Kittler
C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition. CoRR (2024)
Tony Alex, Sara Ahmed, Armin Mustafa, Muhammad Awais, Philip JB Jackson
Max-AST: Combining Convolution, Local and Global Self-Attentions for Audio Event Classification. ICASSP (2024)
Cong Wu, Xiao-Jun Wu, Josef Kittler, Tianyang Xu, Sara Ahmed, Muhammad Awais, Zhenhua Feng
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-Supervised Skeleton-Based Action Recognition. AAAI (2024)
Srinivasa Rao Nandam, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais
Investigating Self-Supervised Methods for Label-Efficient Learning. CoRR (2024)
Srinivasa Rao Nandam, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais
Pseudo Labelling for Enhanced Masked Autoencoders. CoRR (2024)
Sergio Sánchez Santiesteban, Sara Atito, Muhammad Awais, Yi-Zhe Song, Josef Kittler
Improved Image Captioning Via Knowledge Graph-Augmented Models. ICASSP (2024)
Zhangyong Tang, Tianyang Xu, Zhen-Hua Feng, Xuefeng Zhu, He Wang, Pengcheng Shao, Chunyang Cheng, Xiaojun Wu, Muhammad Awais, Sara Atito, Josef Kittler
Revisiting RGBT Tracking Benchmarks from the Perspective of Modality Validity: A New Benchmark, Problem, and Method. CoRR (2024)
Jiantao Wu, Shentong Mo, Xingshen Zhang, Muhammad Awais, Sara Ahmed, Zhenhua Feng, Lin Wang, Xiang Yang
Variational Autoencoders with Decremental Information Bottleneck for Disentanglement. BMVC (2023)
Syed Safwan Khalid, Muhammad Awais, Zhen-Hua Feng, Chi-Ho Chan, Ammarah Farooq, Ali Akbari, Josef Kittler
NPT-Loss: Demystifying Face Recognition Losses With Nearest Proxies Triplet. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Umar Marikkar, Sara Atito, Muhammad Awais, Adam Mahdi
LT-ViT: A Vision Transformer for Multi-Label Chest X-Ray Classification. ICIP (2023)
Umar Marikkar, Sara Atito, Muhammad Awais, Adam Mahdi
LT-ViT: A Vision Transformer for multi-label Chest X-ray classification. CoRR (2023)
Cong Wu, Xiao-Jun Wu, Josef Kittler, Tianyang Xu, Sara Atito, Muhammad Awais, Zhenhua Feng
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition. CoRR (2023)
Michael Danner, Patrik Huber, Muhammad Awais, Matthias Rätsch, Josef Kittler
GAN-Powered Model &Landmark-Free Reconstruction: A Versatile Approach for High-Quality 3D Facial and Object Recovery from Single Images. DeLTA (2023)
Ali Akbari, Muhammad Awais, Manijeh Bashar, Josef Kittler
A Theoretical Insight Into the Effect of Loss Function for Deep Semantic-Preserving Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (1) (2023)
Sara Atito, Muhammad Awais, Tony Alex, Josef Kittler
Group Masked Model Learning for General Audio Representation. ICIP (2023)
Sara Atito, Muhammad Awais, Srinivasa Nandam, Josef Kittler
GMML is All You Need. ICIP (2023)
Lei Ju, Zhenhua Feng, Muhammad Awais, Josef Kittler
NPT: An Adaptive Nearest Proxies Triplet Loss for Attribute-Aware Face Recognition with Adaptively Compacted Feature Learning. ACML (2023)
Jiantao Wu, Shentong Mo, Muhammad Awais, Sara Atito, Zhenhua Feng, Josef Kittler
Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding. CoRR (2023)
Jiantao Wu, Shentong Mo, Muhammad Awais, Sara Atito, Xingshen Zhang, Lin Wang, Xiang Yang
Variantional autoencoder with decremental information bottleneck for disentanglement. CoRR (2023)
Ali Akbari, Muhammad Awais, Soroush Fatemifar, Josef Kittler
Deep Order-Preserving Learning With Adaptive Optimal Transport Distance. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Michael Danner, Thomas Weber, Patrik Huber, Muhammad Awais, Matthias Rätsch, Josef Kittler
Evolutional Normal Maps: 3D Face Representations for 2D-3D Face Recognition, Face Modelling and Data Augmentation. VISIGRAPP (5: VISAPP) (2022)
Ali Akbari, Muhammad Awais, Soroush Fatemifar, Syed Safwan Khalid, Josef Kittler
A Novel Ground Metric for Optimal Transport-Based Chronological Age Estimation. IEEE Trans. Cybern. 52 (10) (2022)
Sara Atito, Syed Muhammad Anwar, Muhammad Awais, Josef Kittler
SB-SSL: Slice-Based Self-supervised Transformers for Knee Abnormality Classification from MRI. MILLanD@MICCAI (2022)
Ali Akbari, Muhammad Awais, Zhen-Hua Feng, Ammarah Farooq, Josef Kittler
Distribution Cognisant Loss for Cross-Database Facial Age Estimation With Sensitivity Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 44 (4) (2022)
Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler
Developing a generic framework for anomaly detection. Pattern Recognit. 124 (2022)
Syed Muhammad Anwar, Abhijeet Parida, Sara Atito, Muhammad Awais, Gustavo Nino, Josef Kitler, Marius George Linguraru
SS-CXR: Multitask Representation Learning using Self Supervised Pre-training from Chest X-Rays. CoRR (2022)
Sara Atito, Muhammad Awais, Wenwu Wang, Mark D. Plumbley, Josef Kittler
ASiT: Audio Spectrogram vIsion Transformer for General Audio Representation. CoRR (2022)
Sara Atito, Syed Muhammad Anwar, Muhammad Awais, Josef Kitler
SB-SSL: Slice-Based Self-Supervised Transformers for Knee Abnormality Classification from MRI. CoRR (2022)
Sara Atito, Muhammad Awais, Josef Kittler
GMML is All you Need. CoRR (2022)
Ammarah Farooq, Muhammad Awais, Josef Kittler, Syed Safwan Khalid
AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification. AAAI (2022)
Soroush Fatemifar, Shahrokh Asadi, Muhammad Awais, Ali Akbari, Josef Kittler
Face spoofing detection ensemble via multistage optimisation and pruning. Pattern Recognit. Lett. 158 (2022)
Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler
Particle Swarm And Pattern Search Optimisation Of An Ensemble Of Face Anomaly Detectors. ICIP (2021)
Ali Akbari, Muhammad Awais, Manijeh Bashar, Josef Kittler
How Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation. ICML (2021)
Soroush Fatemifar, Shervin Rahimzadeh Arashloo, Muhammad Awais, Josef Kittler
Client-specific anomaly detection for face presentation attack detection. Pattern Recognit. 112 (2021)
Sara Atito Ali Ahmed, Cemre Zor, Muhammad Awais, Berrin A. Yanikoglu, Josef Kittler
Deep Convolutional Neural Network Ensembles Using ECOC. IEEE Access 9 (2021)
Syed Safwan Khalid, Muhammad Awais, Chi-Ho Chan, Zhen-Hua Feng, Ammarah Farooq, Ali Akbari, Josef Kittler
NPT-Loss: A Metric Loss with Implicit Mining for Face Recognition. CoRR (2021)
Ammarah Farooq, Muhammad Awais, Josef Kittler, Syed Safwan Khalid
AXM-Net: Cross-Modal Context Sharing Attention Network for Person Re-ID. CoRR (2021)
Sara Atito Ali Ahmed, Muhammad Awais, Ammarah Farooq, Zhen-Hua Feng, Josef Kittler
MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning. CoRR (2021)
Sara Atito Ali Ahmed, Muhammad Awais, Josef Kittler
SiT: Self-supervised vIsion Transformer. CoRR (2021)
Ammarah Farooq, Muhammad Awais, Sara Atito Ali Ahmed, Josef Kittler
Global Interaction Modelling in Vision Transformer via Super Tokens. CoRR (2021)
Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Xiao-Jun Wu
Rectified Wing Loss for Efficient and Robust Facial Landmark Localisation with Convolutional Neural Networks. Int. J. Comput. Vis. 128 (8) (2020)
Ammarah Farooq, Muhammad Awais, Josef Kittler, Ali Akbari, Syed Safwan Khalid
Cross Modal Person Re-identification with Visual-Textual Queries. IJCB (2020)
Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler
A Stacking Ensemble for Anomaly Based Client-Specific Face Spoofing Detection. ICIP (2020)
Ali Akbari, Muhammad Awais, Zhen-Hua Feng, Ammarah Farooq, Josef Kittler
A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation. ICPR (2020)
Sara Atito Ali Ahmed, Berrin A. Yanikoglu, Cemre Zor, Muhammad Awais, Josef Kittler
Skin Lesion Diagnosis with Imbalanced ECOC Ensembles. LOD (2) (2020)
Ammarah Farooq, Muhammad Awais, Fei Yan, Josef Kittler, Ali Akbari, Syed Safwan Khalid
A Convolutional Baseline for Person Re-Identification Using Vision and Language Descriptions. CoRR (2020)
Ali Akbari, Muhammad Awais, Zhen-Hua Feng, Ammarah Farooq, Josef Kittler
A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation. CoRR (2020)
Ali Akbari, Muhammad Awais, Josef Kittler
Sensitivity of Age Estimation Systems to Demographic Factors and Image Quality: Achievements and Challenges. IJCB (2020)
Syed Safwan Khalid, Muhammad Awais, Zhen-Hua Feng, Chi-Ho Chan, Ammarah Farooq, Ali Akbari, Josef Kittler
Resolution Invariant Face Recognition Using a Distillation Approach. IEEE Trans. Biom. Behav. Identity Sci. 2 (4) (2020)
Michael Danner, Patrik Huber, Muhammad Awais, Zhen-Hua Feng, Josef Kittler, Matthias Rätsch
Texture-based 3D Face Recognition using Deep Neural Networks for Unconstrained Human-machine Interaction. VISIGRAPP (5: VISAPP) (2020)
Sara Atito Ali Ahmed, Cemre Zor, Berrin A. Yanikoglu, Muhammad Awais, Josef Kittler
ECOC as a Method of Constructing Deep Convolutional Neural Network Ensembles. CoRR (2020)
Soroush Fatemifar, Shervin Rahimzadeh Arashloo, Muhammad Awais, Josef Kittler
Spoofing Attack Detection by Anomaly Detection. ICASSP (2019)
Soroush Fatemifar, Muhammad Awais, Shervin Rahimzadeh Arashloo, Josef Kittler
Combining Multiple one-class Classifiers for Anomaly based Face Spoofing Attack Detection. ICB (2019)
Cemre Zor, Muhammad Awais, Josef Kittler, Miroslaw Bober, Sameed Husain, Qiuqiang Kong, Christian Kroos
Divergence Based Weighting for Information Channels in Deep Convolutional Neural Networks for Bird Audio Detection. ICASSP (2019)
Syed Muhammad Anwar, Muhammad Majid, Adnan Qayyum, Muhammad Awais, Majdi R. Alnowami, Muhammad Khurram Khan
Medical Image Analysis using Convolutional Neural Networks: A Review. J. Medical Syst. 42 (11) (2018)
Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, Xiao-Jun Wu
Wing Loss for Robust Facial Landmark Localisation With Convolutional Neural Networks. CVPR (2018)
Willem P. Koppen, Zhen-Hua Feng, Josef Kittler, Muhammad Awais, William J. Christmas, Xiaojun Wu, He-Feng Yin
Gaussian mixture 3D morphable face model. Pattern Recognit. 74 (2018)
Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, Xiaojun Wu
Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild. CVPR Workshops (2017)
Adnan Qayyum, Syed Muhammad Anwar, Muhammad Awais, Muhammad Majid
Medical Image Retrieval using Deep Convolutional Neural Network. CoRR (2017)
Adnan Qayyum, Syed Muhammad Anwar, Muhammad Awais, Muhammad Majid
Medical image retrieval using deep convolutional neural network. Neurocomputing 266 (2017)
Anil Bas, Patrik Huber, William A. P. Smith, Muhammad Awais, Josef Kittler
3D Morphable Models as Spatial Transformer Networks. ICCV Workshops (2017)
Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, Xiaojun Wu
Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks. CoRR (2017)
Anil Bas, Patrik Huber, William A. P. Smith, Muhammad Awais, Josef Kittler
3D Morphable Models as Spatial Transformer Networks. CoRR (2017)
Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, Xiaojun Wu
Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild. CoRR (2017)
Adnan Qayyum, Syed Muhammad Anwar, Muhammad Majid, Muhammad Awais, Majdi R. Alnowami
Medical Image Analysis using Convolutional Neural Networks: A Review. CoRR (2017)
Muhammad Atif Tahir, Fei Yan, Peter Koniusz, Muhammad Awais, Mark Barnard, Krystian Mikolajczyk, Ahmed Bouridane, Josef Kittler
A Robust and Scalable Visual Category and Action Recognition System Using Kernel Discriminant Analysis With Spectral Regression. IEEE Trans. Multim. 15 (7) (2013)
Muhammad Awais, Fei Yan, Krystian Mikolajczyk, Josef Kittler
Novel Fusion Methods for Pattern Recognition. ECML/PKDD (1) (2011)
Muhammad Awais, Fei Yan, Krystian Mikolajczyk, Josef Kittler
Augmented Kernel Matrix vs Classifier Fusion for Object Recognition. BMVC (2011)
Muhammad Awais, Fei Yan, Krystian Mikolajczyk, Josef Kittler
Two-Stage Augmented Kernel Matrix for Object Recognition. MCS (2011)
Muhammad Atif Tahir, Fei Yan, Mark Barnard, Muhammad Awais, Krystian Mikolajczyk, Josef Kittler
The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes. ICPR (2010)
Muhammad Atif Tahir, Fei Yan, Mark Barnard, Muhammad Awais, Krystian Mikolajczyk, Josef Kittler
The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes. ICPR Contests (2010)
Muhammad Awais, Krystian Mikolajczyk
Feature Pairs Connected by Lines for Object Recognition. ICPR (2010)