Feature Pairs Connected by Lines for Object Recognition. - Muhammad Awais 001; Krystian Mikolajczyk (ICPR, 2010)

The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes. - Muhammad Atif Tahir; Fei Yan 001; Mark Barnard; Muhammad Awais 001; Krystian Mikolajczyk; Josef Kittler (ICPR, 2010)

Augmented Kernel Matrix vs Classifier Fusion for Object Recognition. - Muhammad Awais 001; Fei Yan 001; Krystian Mikolajczyk; Josef Kittler (BMVC, 2011)

Two-Stage Augmented Kernel Matrix for Object Recognition. - Muhammad Awais 001; Fei Yan 001; Krystian Mikolajczyk; Josef Kittler (MCS, 2011)

Novel Fusion Methods for Pattern Recognition. - Muhammad Awais 001; Fei Yan 001; Krystian Mikolajczyk; Josef Kittler (ECML/PKDD (1), 2011)

A Robust and Scalable Visual Category and Action Recognition System Using Kernel Discriminant Analysis With Spectral Regression. - Muhammad Atif Tahir; Fei Yan 001; Peter Koniusz; Muhammad Awais 001; Mark Barnard; Krystian Mikolajczyk; Ahmed Bouridane; Josef Kittler (IEEE Trans. Multim., 2013)

Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild. - Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001; Patrik Huber 001; Xiaojun Wu 001 (CVPR Workshops, 2017)

3D Morphable Models as Spatial Transformer Networks. - Anil Bas; Patrik Huber 001; William A. P. Smith; Muhammad Awais 001; Josef Kittler (ICCV Workshops, 2017)

Medical Image Analysis using Convolutional Neural Networks: A Review. - Adnan Qayyum; Syed Muhammad Anwar; Muhammad Majid; Muhammad Awais 001; Majdi R. Alnowami (CoRR, 2017)

Medical image retrieval using deep convolutional neural network. - Adnan Qayyum; Syed Muhammad Anwar; Muhammad Awais 001; Muhammad Majid (Neurocomputing, 2017)

Wing Loss for Robust Facial Landmark Localisation With Convolutional Neural Networks. - Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001; Patrik Huber 001; Xiao-Jun Wu 001 (CVPR, 2018)

Medical Image Analysis using Convolutional Neural Networks: A Review. - Syed Muhammad Anwar; Muhammad Majid; Adnan Qayyum; Muhammad Awais 001; Majdi R. Alnowami; Muhammad Khurram Khan (J. Medical Syst., 2018)

Gaussian mixture 3D morphable face model. - Willem P. Koppen; Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001; William J. Christmas; Xiaojun Wu 001; He-Feng Yin (Pattern Recognit., 2018)

Spoofing Attack Detection by Anomaly Detection. - Soroush Fatemifar; Shervin Rahimzadeh Arashloo; Muhammad Awais 001; Josef Kittler (ICASSP, 2019)

Divergence Based Weighting for Information Channels in Deep Convolutional Neural Networks for Bird Audio Detection. - Cemre Zor; Muhammad Awais 001; Josef Kittler; Miroslaw Bober; Sameed Husain; Qiuqiang Kong; Christian Kroos (ICASSP, 2019)

Combining Multiple one-class Classifiers for Anomaly based Face Spoofing Attack Detection. - Soroush Fatemifar; Muhammad Awais 001; Shervin Rahimzadeh Arashloo; Josef Kittler (ICB, 2019)

Sensitivity of Age Estimation Systems to Demographic Factors and Image Quality: Achievements and Challenges. - Ali Akbari; Muhammad Awais 001; Josef Kittler (IJCB, 2020)

Cross Modal Person Re-identification with Visual-Textual Queries. - Ammarah Farooq; Muhammad Awais 001; Josef Kittler; Ali Akbari; Syed Safwan Khalid (IJCB, 2020)

A Stacking Ensemble for Anomaly Based Client-Specific Face Spoofing Detection. - Soroush Fatemifar; Muhammad Awais 001; Ali Akbari; Josef Kittler (ICIP, 2020)

A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation. - Ali Akbari; Muhammad Awais 001; Zhenhua Feng 001; Ammarah Farooq; Josef Kittler (ICPR, 2020)

Skin Lesion Diagnosis with Imbalanced ECOC Ensembles. - Sara Atito Ali Ahmed; Berrin A. Yanikoglu; Cemre Zor; Muhammad Awais 001; Josef Kittler (LOD (2), 2020)

Texture-based 3D Face Recognition using Deep Neural Networks for Unconstrained Human-machine Interaction. - Michael Danner; Patrik Huber 001; Muhammad Awais 001; Zhenhua Feng 001; Josef Kittler; Matthias Rätsch (VISIGRAPP (5: VISAPP), 2020)

A Convolutional Baseline for Person Re-Identification Using Vision and Language Descriptions. - Ammarah Farooq; Muhammad Awais 001; Fei Yan 001; Josef Kittler; Ali Akbari; Syed Safwan Khalid (CoRR, 2020)

ECOC as a Method of Constructing Deep Convolutional Neural Network Ensembles. - Sara Atito Ali Ahmed; Cemre Zor; Berrin A. Yanikoglu; Muhammad Awais 001; Josef Kittler (CoRR, 2020)

Rectified Wing Loss for Efficient and Robust Facial Landmark Localisation with Convolutional Neural Networks. - Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001; Xiao-Jun Wu 001 (Int. J. Comput. Vis., 2020)

Resolution Invariant Face Recognition Using a Distillation Approach. - Syed Safwan Khalid; Muhammad Awais 001; Zhenhua Feng 001; Chi-Ho Chan; Ammarah Farooq; Ali Akbari; Josef Kittler (IEEE Trans. Biom. Behav. Identity Sci., 2020)

Particle Swarm And Pattern Search Optimisation Of An Ensemble Of Face Anomaly Detectors. - Soroush Fatemifar; Muhammad Awais 001; Ali Akbari; Josef Kittler (ICIP, 2021)

How Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation. - Ali Akbari; Muhammad Awais 001; Manijeh Bashar; Josef Kittler (ICML, 2021)

Deep Convolutional Neural Network Ensembles Using ECOC. - Sara Atito Ali Ahmed; Cemre Zor; Muhammad Awais 001; Berrin A. Yanikoglu; Josef Kittler (IEEE Access, 2021)

AXM-Net: Cross-Modal Context Sharing Attention Network for Person Re-ID. - Ammarah Farooq; Muhammad Awais 001; Josef Kittler; Syed Safwan Khalid (CoRR, 2021)

NPT-Loss: A Metric Loss with Implicit Mining for Face Recognition. - Syed Safwan Khalid; Muhammad Awais 001; Chi-Ho Chan; Zhenhua Feng 001; Ammarah Farooq; Ali Akbari; Josef Kittler (CoRR, 2021)

SiT: Self-supervised vIsion Transformer. - Sara Atito Ali Ahmed; Muhammad Awais 001; Josef Kittler (CoRR, 2021)

Global Interaction Modelling in Vision Transformer via Super Tokens. - Ammarah Farooq; Muhammad Awais 001; Sara Atito Ali Ahmed; Josef Kittler (CoRR, 2021)

MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning. - Sara Atito Ali Ahmed; Muhammad Awais 001; Ammarah Farooq; Zhenhua Feng 001; Josef Kittler (CoRR, 2021)

Client-specific anomaly detection for face presentation attack detection. - Soroush Fatemifar; Shervin Rahimzadeh Arashloo; Muhammad Awais 001; Josef Kittler (Pattern Recognit., 2021)

AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification. - Ammarah Farooq; Muhammad Awais 001; Josef Kittler; Syed Safwan Khalid (AAAI, 2022)

SB-SSL: Slice-Based Self-supervised Transformers for Knee Abnormality Classification from MRI. - Sara Atito 001; Syed Muhammad Anwar; Muhammad Awais 001; Josef Kittler (MILLanD@MICCAI, 2022)

Evolutional Normal Maps: 3D Face Representations for 2D-3D Face Recognition, Face Modelling and Data Augmentation. - Michael Danner; Thomas Weber; Patrik Huber 001; Muhammad Awais 001; Matthias Rätsch; Josef Kittler (VISIGRAPP (5: VISAPP), 2022)

GMML is All you Need. - Sara Atito 001; Muhammad Awais 001; Josef Kittler (CoRR, 2022)

SS-CXR: Multitask Representation Learning using Self Supervised Pre-training from Chest X-Rays. - Syed Muhammad Anwar; Abhijeet Parida; Sara Atito 001; Muhammad Awais 001; Gustavo Nino; Josef Kittler; Marius George Linguraru (CoRR, 2022)

ASiT: Audio Spectrogram vIsion Transformer for General Audio Representation. - Sara Atito 001; Muhammad Awais 001; Wenwu Wang 001; Mark D. Plumbley; Josef Kittler (CoRR, 2022)

Distribution Cognisant Loss for Cross-Database Facial Age Estimation With Sensitivity Analysis. - Ali Akbari; Muhammad Awais 001; Zhenhua Feng 001; Ammarah Farooq; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Developing a generic framework for anomaly detection. - Soroush Fatemifar; Muhammad Awais 001; Ali Akbari; Josef Kittler (Pattern Recognit., 2022)

Face spoofing detection ensemble via multistage optimisation and pruning. - Soroush Fatemifar; Shahrokh Asadi; Muhammad Awais 001; Ali Akbari; Josef Kittler (Pattern Recognit. Lett., 2022)

A Novel Ground Metric for Optimal Transport-Based Chronological Age Estimation. - Ali Akbari; Muhammad Awais 001; Soroush Fatemifar; Syed Safwan Khalid; Josef Kittler (IEEE Trans. Cybern., 2022)

Ada2NPT: An Adaptive Nearest Proxies Triplet Loss for Attribute-Aware Face Recognition with Adaptively Compacted Feature Learning. - Lei Ju 005; Zhenhua Feng 001; Muhammad Awais 001; Josef Kittler (ACML, 2023)

Variational Autoencoders with Decremental Information Bottleneck for Disentanglement. - Jiantao Wu; Shentong Mo; Xingshen Zhang; Muhammad Awais 001; Sara Ahmed; Zhenhua Feng 001; Lin Wang 004; Xiang Yang (BMVC, 2023)

GAN-Powered Model &Landmark-Free Reconstruction: A Versatile Approach for High-Quality 3D Facial and Object Recovery from Single Images. - Michael Danner; Patrik Huber 001; Muhammad Awais 001; Matthias Rätsch; Josef Kittler (DeLTA, 2023)

Group Masked Model Learning for General Audio Representation. - Sara Atito 001; Muhammad Awais 001; Tony Alex; Josef Kittler (ICIP, 2023)

GMML is All You Need. - Sara Atito 001; Muhammad Awais 001; Srinivasa Rao Nandam; Josef Kittler (ICIP, 2023)

LT-ViT: A Vision Transformer for Multi-Label Chest X-Ray Classification. - Umar Marikkar; Sara Atito 001; Muhammad Awais 001; Adam Mahdi (ICIP, 2023)

Variantional autoencoder with decremental information bottleneck for disentanglement. - Jiantao Wu; Shentong Mo; Muhammad Awais 001; Sara Atito 001; Xingshen Zhang; Lin Wang 004; Xiang Yang (CoRR, 2023)

Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding. - Jiantao Wu; Shentong Mo; Muhammad Awais 001; Sara Atito 001; Zhenhua Feng 001; Josef Kittler (CoRR, 2023)

SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition. - Cong Wu 006; Xiao-Jun Wu 001; Josef Kittler; Tianyang Xu; Sara Atito 001; Muhammad Awais 001; Zhenhua Feng 001 (CoRR, 2023)

Beyond Accuracy: Statistical Measures and Benchmark for Evaluation of Representation from Self-Supervised Learning. - Jiantao Wu; Shentong Mo; Sara Atito 001; Josef Kittler; Zhenhua Feng 001; Muhammad Awais 001 (CoRR, 2023)

Deep Order-Preserving Learning With Adaptive Optimal Transport Distance. - Ali Akbari; Muhammad Awais 001; Soroush Fatemifar; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

A Theoretical Insight Into the Effect of Loss Function for Deep Semantic-Preserving Learning. - Ali Akbari; Muhammad Awais 001; Manijeh Bashar; Josef Kittler (IEEE Trans. Neural Networks Learn. Syst., 2023)

NPT-Loss: Demystifying Face Recognition Losses With Nearest Proxies Triplet. - Syed Safwan Khalid; Muhammad Awais 001; Zhenhua Feng 001; Chi-Ho Chan; Ammarah Farooq; Ali Akbari; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

DTF-AT: Decoupled Time-Frequency Audio Transformer for Event Classification. - Tony Alex; Sara Ahmed; Armin Mustafa; Muhammad Awais 001; Philip J. B. Jackson (AAAI, 2024)

SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-Supervised Skeleton-Based Action Recognition. - Cong Wu 006; Xiao-Jun Wu 001; Josef Kittler; Tianyang Xu; Sara Ahmed; Muhammad Awais 001; Zhenhua Feng 001 (AAAI, 2024)

Pseudo Labelling for Enhanced Masked Auto Encoders. - Srinivasa Rao Nandam; Sara Atito 001; Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001 (BMVC, 2024)

Enhancing Radiology Report Generation: The Impact of Locally Grounded Vision and Language Training. - Sergio Sánchez Santiesteban; Muhammad Awais 001; Yi-Zhe Song; Josef Kittler (BMVC, 2024)

C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition. - Rongchang Li 001; Zhenhua Feng 001; Tianyang Xu; Linze Li 002; Xiaojun Wu 001; Muhammad Awais 001; Sara Atito Ali Ahmed; Josef Kittler (ECCV (38), 2024)

DailyMAE: Towards Pretraining Masked Autoencoders in One Day. - Jiantao Wu; Shentong Mo; Sara Atito 001; Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001 (ECCV Workshops (11), 2024)

Max-AST: Combining Convolution, Local and Global Self-Attentions for Audio Event Classification. - Tony Alex; Sara Ahmed; Armin Mustafa; Muhammad Awais 001; Philip J. B. Jackson (ICASSP, 2024)

Improved Image Captioning Via Knowledge Graph-Augmented Models. - Sergio Sánchez Santiesteban; Sara Atito 001; Muhammad Awais 001; Yi-Zhe Song; Josef Kittler (ICASSP, 2024)

SS-CXR: Self-Supervised Pretraining Using Chest X-Rays Towards A Domain Specific Foundation Model. - Syed Muhammad Anwar; Abhijeet Parida; Sara Atito 001; Muhammad Awais 001; Gustavo Nino; Josef Kittler; Marius George Linguraru (ICIP, 2024)

Masked Momentum Contrastive Learning for Semantic Understanding by Observation. - Jiantao Wu; Shentong Mo; Sara Atito 001; Zhenhua Feng 001; Josef Kittler; Syed Sameed Husain; Muhammad Awais 001 (ICIP, 2024)

StableTalk: Advancing Audio-to-Talking Face Generation with Stable Diffusion and Vision Transformer. - Fatemeh Nazarieh; Josef Kittler; Muhammad Awais 001; Diptesh Kanojia; Zhenhua Feng 001 (ICPR (6), 2024)

DiCoM - Diverse Concept Modeling towards Enhancing Generalizability in Chest X-Ray Studies. - Abhijeet Parida; Daniel Capellán-Martín; Sara Atito 001; Muhammad Awais 001; María J. Ledesma-Carbayo; Marius George Linguraru; Syed Muhammad Anwar (CoRR, 2024)

Pseudo Labelling for Enhanced Masked Autoencoders. - Srinivasa Rao Nandam; Sara Atito 001; Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001 (CoRR, 2024)

Probabilistically Aligned View-unaligned Clustering with Adaptive Template Selection. - Wenhua Dong; Xiaojun Wu 001; Zhenhua Feng 001; Sara Atito 001; Muhammad Awais 001; Josef Kittler (CoRR, 2024)

Rethinking Positive Pairs in Contrastive Learning. - Jiantao Wu; Shentong Mo; Zhenhua Feng 001; Sara Atito Ali Ahmed; Josef Kittler; Muhammad Awais 001 (CoRR, 2024)

PortraitTalk: Towards Customizable One-Shot Audio-to-Talking Face Generation. - Fatemeh Nazarieh; Zhenhua Feng 001; Diptesh Kanojia; Muhammad Awais 001; Josef Kittler (CoRR, 2024)

View-shuffled clustering via the modified Hungarian algorithm. - Wenhua Dong; Xiaojun Wu 001; Tianyang Xu; Zhenhua Feng 001; Sara Atito Ali Ahmed; Muhammad Awais 001; Josef Kittler (Neural Networks, 2024)

Self-supervised learning for RGB-D object tracking. - Xuefeng Zhu; Tianyang Xu; Sara Atito 001; Muhammad Awais 001; Xiaojun Wu 001; Zhenhua Feng 001; Josef Kittler (Pattern Recognit., 2024)

ASiT: Local-Global Audio Spectrogram Vision Transformer for Event Classification. - Sara Atito Ali Ahmed; Muhammad Awais 001; Wenwu Wang 001; Mark D. Plumbley; Josef Kittler (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

One-pass View-unaligned Clustering. - Wenhua Dong; Xiaojun Wu 001; Zhenhua Feng 001; Sara Atito Ali Ahmed; Muhammad Awais 001; Josef Kittler (IEEE Trans. Multim., 2024)

RAgE: Robust Age Estimation Through Subject Anchoring With Consistency Regularisation. - Ali Akbari; Muhammad Awais 001; Soroush Fatemifar; Syed Safwan Khalid; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

A Survey of Cross-Modal Visual Content Generation. - Fatemeh Nazarieh; Zhenhua Feng 001; Muhammad Awais 001; Wenwu Wang 001; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2024)

One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion. - Chunyang Cheng; Tianyang Xu; Zhenhua Feng 001; Xiaojun Wu 001; Zhangyong Tang; Hui Li 037; Zeyang Zhang 002; Sara Atito Ali; Muhammad Awais 001; Josef Kittler (CVPR, 2025)

Short-term 3D Human Mesh Recovery with Virtual Markers Disentanglement. - Xiyuan Kang; Yi Yuan; Xu Dong; Muhammad Awais 001; Lilian Tang; Josef Kittler; Zhenhua Feng 001 (CVPR Workshops, 2025)

Text Augmented Correlation Transformer For Few-shot Classification & Segmentation. - Srinivasa Rao Nandam; Sara Atito 001; Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001 (CVPR, 2025)

Enhanced Weakly Supervised Few-shot Classification & Segmentation. - Srinivasa Rao Nandam; Sara Atito 001; Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001 (ICASSP, 2025)

SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes. - Tony Alex; Sara Atito 001; Armin Mustafa; Muhammad Awais 001; Philip J. B. Jackson (ICLR, 2025)

Pure anomaly detection via self-supervised deep metric learning with adaptive margin. - Soroush Fatemifar; Muhammad Awais 001; Ali Akbari; Josef Kittler (Neurocomputing, 2025)

One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion. - Chunyang Cheng; Tianyang Xu; Zhenhua Feng 001; Xiaojun Wu 001; ZhangyongTang; Hui Li 037; Zeyang Zhang 002; Sara Atito 001; Muhammad Awais 001; Josef Kittler (CoRR, 2025)

C3R: Channel Conditioned Cell Representations for unified evaluation in microscopy imaging. - Umar Marikkar; Syed Sameed Husain; Muhammad Awais 001; Sara Atito Ali (CoRR, 2025)

PAL: Probing Audio Encoders via LLMs - A Study of Information Transfer from Audio Encoders to LLMs. - Tony Alex; Wish Suharitdamrong; Sara Atito 001; Armin Mustafa; Philip J. B. Jackson; Imran Razzak; Muhammad Awais 001 (CoRR, 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 001; Sudipta Roy 002; Muhammad Awais 001; Muhammad Haris Khan; Imran Razzak (CoRR, 2025)

Investigating Self-Supervised Methods for Label-Efficient Learning. - Srinivasa Rao Nandam; Sara Atito 001; Zhenhua Feng 001; Josef Kittler; Muhammad Awais 001 (Int. J. Comput. Vis., 2025)

How Effectively Can Large Language Models Connect SNP Variants and ECG Phenotypes for Cardiovascular Risk Prediction? - Niranjana Arun Menon; Iqra Farooq; Yulong Li; Sara Ahmed; Yutong Xie 001; Muhammad Awais 001; Imran Razzak (CoRR, 2025)