Alina Bialkowski

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 15

Top Topics

Regression Function

Spatiotemporal Data

Top Venues

Publications

Shaofei Shen, Chenhao Zhang, Alina Bialkowski, Weitong Chen, Miao Xu
CaMU: Disentangling Causal Effects in Deep Model Unlearning. CoRR (2024)
Fei Xue, Lei Guo, Alina Bialkowski, Amin M. Abbosh
Training Universal Deep-Learning Networks for Electromagnetic Medical Imaging Using a Large Database of Randomized Objects. Sensors 24 (1) (2024)
Shaofei Shen, Chenhao Zhang, Yawen Zhao, Alina Bialkowski, Tony Weitong Chen, Miao Xu
Label-Agnostic Forgetting: A Supervision-Free Unlearning in Deep Models. CoRR (2024)
Shaofei Shen, Chenhao Zhang, Alina Bialkowski, Weitong Chen, Miao Xu
CaMU: Disentangling Causal Effects in Deep Model Unlearning. SDM (2024)
Shaofei Shen, Chenhao Zhang, Yawen Zhao, Alina Bialkowski, Tony Weitong Chen, Miao Xu
Label-Agnostic Forgetting: A Supervision-Free Unlearning in Deep Models. ICLR (2024)
Guohun Zhu, Alina Bialkowski, Stuart Crozier, Lei Guo, Phong Thanh Nguyen, Anthony E. Stancombe, Amin M. Abbosh
Brain Injury Localization and Size Estimation Using Electromagnetic Symmetric Crossing Lines Method. IEEE Trans. Instrum. Meas. 72 (2023)
Shaofei Shen, Mingzhe Zhang, Weitong Chen, Alina Bialkowski, Miao Xu
Words Can Be Confusing: Stereotype Bias Removal in Text Classification at the Word Level. PAKDD (4) (2023)
Joshua Joyce, Rudy Arthur, Guangtao Fu, Alina Bialkowski, Hywel T. P. Williams
Using Social Sensing to Validate Flood Risk Modelling in England. AI (2) (2023)
William J. Bingley, Caitlin Curtis, Steven Lockey, Alina Bialkowski, Nicole M. Gillespie, S. Alexander Haslam, Ryan K. L. Ko, Niklas Steffens, Janet Wiles, Peter Worthy
Where is the human in human-centered AI? Insights from developer priorities and user experiences. Comput. Hum. Behav. 141 (2023)
Richard Wainwright, Danny Wang, Harrison Layton, Alina Bialkowski
Beyond Model Accuracy: Identifying Hidden Underlying Issues in Chest X-ray Classification. AI (1) (2023)
Harrison Cusack, Alina Bialkowski
The Effect of Training Data Quantity on Monte Carlo Dropout Uncertainty Quantification in Deep Learning. IJCNN (2023)
Aninda Saha, Alina Bialkowski, Sara Khalifa
Distilling Representational Similarity using Centered Kernel Alignment (CKA). BMVC (2022)
Ahmed Al-Saffar, Alina Bialkowski, Mahsa Baktashmotlagh, Adnan Trakic, Lei Guo, Amin M. Abbosh
Closing the Gap of Simulation to Reality in Electromagnetic Imaging of Brain Strokes via Deep Neural Networks. IEEE Trans. Computational Imaging 7 (2021)
Luke Palmer, Alina Bialkowski, Gabriel J. Brostow, Jonas Ambeck-Madsen, Nilli Lavie
Predicting the Perceptual Demands of Urban Driving with Video Regression. WACV (2017)
Alina Bialkowski, Patrick Lucey, Peter Carr, Iain A. Matthews, Sridha Sridharan, Clinton Fookes
Discovering Team Structures in Soccer from Spatiotemporal Data. IEEE Trans. Knowl. Data Eng. 28 (10) (2016)
Alina Bialkowski, Patrick Lucey, Peter Carr, Yisong Yue, Sridha Sridharan, Iain A. Matthews
Identifying Team Style in Soccer Using Formations Learned from Spatiotemporal Tracking Data. ICDM Workshops (2014)
Yisong Yue, Patrick Lucey, Peter Carr, Alina Bialkowski, Iain A. Matthews
Learning Fine-Grained Spatial Models for Dynamic Sports Play Prediction. ICDM (2014)
Alina Bialkowski, Patrick Lucey, Peter Carr, Yisong Yue, Sridha Sridharan, Iain A. Matthews
Large-Scale Analysis of Soccer Matches Using Spatiotemporal Tracking Data. ICDM (2014)
Patrick Lucey, Alina Bialkowski, Peter Carr, Stuart Morgan, Iain A. Matthews, Yaser Sheikh
Representing and Discovering Adversarial Team Behaviors Using Player Roles. CVPR (2013)
Alina Bialkowski, Patrick Lucey, Peter Carr, Simon Denman, Iain A. Matthews, Sridha Sridharan
Recognising Team Activities from Noisy Data. CVPR Workshops (2013)
Alina Bialkowski, Patrick Lucey, Xinyu Wei, Sridha Sridharan
Person Re-Identification Using Group Information. DICTA (2013)
Patrick Lucey, Alina Bialkowski, Peter Carr, Eric Foote, Iain A. Matthews
Characterizing Multi-Agent Team Behavior from Partial Team Tracings: Evidence from the English Premier League. AAAI (2012)
Alina Bialkowski, Simon Denman, Sridha Sridharan, Clinton Fookes, Patrick Lucey
A Database for Person Re-Identification in Multi-Camera Surveillance Networks. DICTA (2012)
Simon Denman, Michael Halstead, Alina Bialkowski, Clinton Fookes, Sridha Sridharan
Can You Describe Him for Me? A Technique for Semantic Person Search in Video. DICTA (2012)
Simon Denman, Alina Bialkowski, Clinton Fookes, Sridha Sridharan
Determining operational measures from multi-camera surveillance systems using soft biometrics. AVSS (2011)
Simon Denman, Clinton Fookes, Alina Bialkowski, Sridha Sridharan
Soft-Biometrics: Unconstrained Authentication in a Surveillance Environment. DICTA (2009)