AutoAugment: Learning Augmentation Strategies From Data

• 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
• Shift-Invariance Robustness of Convolutional Neural Networks in Side-Channel Analysis

  2024 Mathematics article Computer Science Cryptographic Implementations and Security Open access

  5

  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
• Multiple-Stage Knowledge Distillation

  2022 Applied Sciences article Computer Science Advanced Neural Network Applications Open access

  4

  citations
• Automatic Labeling in Image Segmentation and Classification for TFT-LCD Manufacturing

  2022 IEEE International Conference on Mechatronics and Automation (ICMA) conference-paper Engineering Industrial Vision Systems and Defect Detection

  1

  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
• Preprint: Norm Loss: An efficient yet effective regularization method for deep neural networks

  2021 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

  1

  citations
• Norm Loss: An efficient yet effective regularization method for deep neural networks

  2021 Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition conference-paper Computer Science Advanced Neural Network Applications

  3

  citations
• ELoPE: Fine-Grained Visual Classification with Efficient Localization, Pooling and Embedding

  2020 IEEE Winter Conference on Applications of Computer Vision conference-paper Computer Science Advanced Neural Network Applications Open access

  37

  citations

10 results