Computer Vision and Machine Learning
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- 2025
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Mark
Accelerating aqueous electrolyte design with automated full-cell battery experimentation and Bayesian optimization
- Contribution to journal › Article
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Mark
Spiideo SoccerNet SynLoc : Single Frame World Coordinate Athlete Detection and Localization with Synthetic Data
(2025) 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2025 p.278-285
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Single-Source Localization as an Eigenvalue Problem
- Contribution to journal › Article
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Mark
Towards Zero Bottlenecks for Scaling Autonomous Driving
- Thesis › Doctoral thesis (compilation)
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Mark
NeuroNCAP : Photorealistic Closed-Loop Safety Testing for Autonomous Driving
(2025) 18th European Conference on Computer Vision, ECCV 2024 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 15088 LNCS. p.161-177
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Trustworthiness for Deep Learning Based Breast Cancer Detection Using Point-of-Care Ultrasound Imaging in Low-Resource Settings
(2025) 1st MICCAI Meets Africa Workshop, MImA 2024 and 1st MICCAI Student Board Workshop on Empowering Medical Information Computing and Research through Early-Career Expertise, EMERGE 2024, Held in Conjunction with MICCAI 2024 In Communications in Computer and Information Science 2240. p.42-51
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Enhancing the Prediction of Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Routine Full-Breast Mammograms
(2025) In Breast Cancer Research
- Working paper/Preprint › Preprint in preprint archive
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Mark
Towards Out-of-Distribution Detection for Breast Cancer Classification in Point-of-Care Ultrasound Imaging
(2025) 27th International Conference on Pattern Recognition, ICPR 2024 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 15313 LNCS. p.49-63
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
Relative Pose from Cylinder Silhouettes
(2025) 17th Asian Conference on Computer Vision, ACCV 2024 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 15480 LNCS. p.245-261
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
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Mark
SONNET : Enhancing Time Delay Estimation by Leveraging Simulated Audio
(2025) 27th International Conference on Pattern Recognition, ICPR 2024 In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 15320 LNCS. p.289-303
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
