| 2025 | ECAI | Machine Unlearning for Streaming Forgetting. | Shaofei Shen, Chenhao Zhang, Yawen Zhao, Alina Bialkowski, Weitong Chen, Miao Xu |
| 2024 | ICLR | Label-Agnostic Forgetting: A Supervision-Free Unlearning in Deep Models. | Shaofei Shen, Chenhao Zhang, Yawen Zhao, Alina Bialkowski, Weitong Chen, Miao Xu |
| 2024 | SDM | CaMU: Disentangling Causal Effects in Deep Model Unlearning. | Shaofei Shen, Chenhao Zhang, Alina Bialkowski, Weitong Chen, Miao Xu |
| 2023 | IJCNN | The Effect of Training Data Quantity on Monte Carlo Dropout Uncertainty Quantification in Deep Learning. | Harrison Cusack, Alina Bialkowski |
| 2023 | PAKDD | Words Can Be Confusing: Stereotype Bias Removal in Text Classification at the Word Level. | Shaofei Shen, Mingzhe Zhang, Weitong Chen, Alina Bialkowski, Miao Xu |
| 2022 | BMVC | Distilling Representational Similarity using Centered Kernel Alignment (CKA). | Aninda Saha, Alina Bialkowski, Sara Khalifa |
| 2017 | WACV | Predicting the Perceptual Demands of Urban Driving with Video Regression. | Luke Palmer, Alina Bialkowski, Gabriel J. Brostow, Jonas Ambeck-Madsen, Nilli Lavie |
| 2014 | ICDM | Large-Scale Analysis of Soccer Matches Using Spatiotemporal Tracking Data. | Alina Bialkowski, Patrick Lucey, Peter Carr, Yisong Yue, Sridha Sridharan, Iain A. Matthews |
| 2014 | ICDM | Identifying Team Style in Soccer Using Formations Learned from Spatiotemporal Tracking Data. | Alina Bialkowski, Patrick Lucey, Peter Carr, Yisong Yue, Sridha Sridharan, Iain A. Matthews |
| 2014 | ICDM | Learning Fine-Grained Spatial Models for Dynamic Sports Play Prediction. | Yisong Yue, Patrick Lucey, Peter Carr, Alina Bialkowski, Iain A. Matthews |
| 2013 | CVPR | Recognising Team Activities from Noisy Data. | Alina Bialkowski, Patrick Lucey, Peter Carr, Simon Denman, Iain A. Matthews, Sridha Sridharan |
| 2013 | CVPR | Representing and Discovering Adversarial Team Behaviors Using Player Roles. | Patrick Lucey, Alina Bialkowski, Peter Carr, Stuart Morgan, Iain A. Matthews, Yaser Sheikh |
| 2013 | DICTA | Person Re-Identification Using Group Information. | Alina Bialkowski, Patrick Lucey, Xinyu Wei, Sridha Sridharan |
| 2012 | AAAI | Characterizing Multi-Agent Team Behavior from Partial Team Tracings: Evidence from the English Premier League. | Patrick Lucey, Alina Bialkowski, Peter Carr, Eric Foote, Iain A. Matthews |
| 2012 | DICTA | A Database for Person Re-Identification in Multi-Camera Surveillance Networks. | Alina Bialkowski, Simon Denman, Sridha Sridharan, Clinton Fookes, Patrick Lucey |
| 2012 | DICTA | Can You Describe Him for Me? A Technique for Semantic Person Search in Video. | Simon Denman, Michael Halstead, Alina Bialkowski, Clinton Fookes, Sridha Sridharan |
| 2011 | AVSS | Determining operational measures from multi-camera surveillance systems using soft biometrics. | Simon Denman, Alina Bialkowski, Clinton Fookes, Sridha Sridharan |
| 2009 | DICTA | Soft-Biometrics: Unconstrained Authentication in a Surveillance Environment. | Simon Denman, Clinton Fookes, Alina Bialkowski, Sridha Sridharan |