Randaugment: Practical automated data augmentation with a reduced search space

• Focal Sampling: SGD biased towards early important samples for efficient image classification with augmentation selection

  2025 Knowledge and Information Systems article Computer Science Machine Learning and Data Classification Open access

  0

  citations
• Towards automated self-supervised learning for truly unsupervised graph anomaly detection

  2025 Data Mining and Knowledge Discovery article Computer Science Advanced Graph Neural Networks Open access

  1

  citations
• A systematic study of data augmentation for protected AES implementations

  2024 Journal of Cryptographic Engineering article Computer Science Cryptographic Implementations and Security Open access

  4

  citations
• Towards a standardized framework for AI-assisted, image-based monitoring of nocturnal insects

  2024 Philosophical Transactions of the Royal Society B Biological Sciences article Environmental Science Wildlife Ecology and Conservation Open access

  41

  citations
• LITEVSR: Efficient Visual Speech Recognition by Learning from Speech Representations of Unlabeled Data

  2024 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech and Audio Processing

  5

  citations
• Harnessing Artificial Intelligence for Enhanced Renal Analysis: Automated Detection of Hydronephrosis and Precise Kidney Segmentation

  2024 European Urology Open Science article Computer Science Medical Image Segmentation Techniques Open access

  9

  citations
• AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge

  2023 IEEE Transactions on Medical Imaging article Medicine Retinal Imaging and Analysis Open access cited by 1 patent

  89

  citations
• UTILE-Gen: Automated Image Analysis in Nanoscience Using Synthetic Dataset Generator and Deep Learning

  2023 ACS Nanoscience Au article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  12

  citations
• Semi-supervised Algorithms in Resource-constrained Edge Devices: An Overview and Experimental Comparison

  2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics) conference-paper Computer Science Machine Learning and Algorithms

  5

  citations
• Increasing the Generalization of Supervised Fabric Anomaly Detection Methods to Unseen Fabrics

  2022 Sensors article Engineering Industrial Vision Systems and Defect Detection Open access

  6

  citations
• Deep learning approach to predict sentinel lymph node status directly from routine histology of primary melanoma tumours

  2021 European Journal of Cancer article Computer Science AI in cancer detection Open access

  66

  citations

11 results