Muhammad Awais
Orcid: 0000-0002-1122-0709Affiliations:
- University of Surrey, Centre for Vision, Speech and Signal Processing, Guildford, UK
According to our database1,
Muhammad Awais
authored at least 59 papers
between 2010 and 2024.
Collaborative distances:
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Bibliography
2024
RAgE: Robust Age Estimation Through Subject Anchoring With Consistency Regularisation.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2024
DiCoM - Diverse Concept Modeling towards Enhancing Generalizability in Chest X-Ray Studies.
CoRR, 2024
2023
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023
A Theoretical Insight Into the Effect of Loss Function for Deep Semantic-Preserving Learning.
IEEE Trans. Neural Networks Learn. Syst., 2023
IEEE Trans. Pattern Anal. Mach. Intell., 2023
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition.
CoRR, 2023
CoRR, 2023
Variantional autoencoder with decremental information bottleneck for disentanglement.
CoRR, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
GAN-Powered Model &Landmark-Free Reconstruction: A Versatile Approach for High-Quality 3D Facial and Object Recovery from Single Images.
Proceedings of the Deep Learning Theory and Applications - 4th International Conference, 2023
Variational Autoencoders with Decremental Information Bottleneck for Disentanglement.
Proceedings of the 34th British Machine Vision Conference 2023, 2023
2022
IEEE Trans. Cybern., 2022
Pattern Recognit. Lett., 2022
Distribution Cognisant Loss for Cross-Database Facial Age Estimation With Sensitivity Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
CoRR, 2022
SS-CXR: Multitask Representation Learning using Self Supervised Pre-training from Chest X-Rays.
CoRR, 2022
SB-SSL: Slice-Based Self-Supervised Transformers for Knee Abnormality Classification from MRI.
CoRR, 2022
Evolutional Normal Maps: 3D Face Representations for 2D-3D Face Recognition, Face Modelling and Data Augmentation.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022
SB-SSL: Slice-Based Self-supervised Transformers for Knee Abnormality Classification from MRI.
Proceedings of the Medical Image Learning with Limited and Noisy Data, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Pattern Recognit., 2021
How Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation.
Proceedings of the 38th International Conference on Machine Learning, 2021
Particle Swarm And Pattern Search Optimisation Of An Ensemble Of Face Anomaly Detectors.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
2020
IEEE Trans. Biom. Behav. Identity Sci., 2020
Rectified Wing Loss for Efficient and Robust Facial Landmark Localisation with Convolutional Neural Networks.
Int. J. Comput. Vis., 2020
CoRR, 2020
A Convolutional Baseline for Person Re-Identification Using Vision and Language Descriptions.
CoRR, 2020
Texture-based 3D Face Recognition using Deep Neural Networks for Unconstrained Human-machine Interaction.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Proceedings of the Machine Learning, Optimization, and Data Science, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020
Sensitivity of Age Estimation Systems to Demographic Factors and Image Quality: Achievements and Challenges.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020
2019
Combining Multiple one-class Classifiers for Anomaly based Face Spoofing Attack Detection.
Proceedings of the 2019 International Conference on Biometrics, 2019
Divergence Based Weighting for Information Channels in Deep Convolutional Neural Networks for Bird Audio Detection.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
J. Medical Syst., 2018
Wing Loss for Robust Facial Landmark Localisation With Convolutional Neural Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
Neurocomputing, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
2013
A Robust and Scalable Visual Category and Action Recognition System Using Kernel Discriminant Analysis With Spectral Regression.
IEEE Trans. Multim., 2013
2011
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011
Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011
Proceedings of the British Machine Vision Conference, 2011
2010
The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010