A Simple Weight Decay Can Improve Generalization

• On the generalization ability of probabilistic neural networks for hyperspectral remote sensing of absorption properties across optically complex waters

  2025 Remote Sensing of Environment article Engineering Remote-Sensing Image Classification Open access

  11

  citations
• Accurate distances measures and machine learning of the texture-property relation for crystallographic textures represented by one-point statistics

  2024 Modelling and Simulation in Materials Science and Engineering article Materials Science Machine Learning in Materials Science Open access

  2

  citations
• Conformer-Based Hybrid ASR System For Switchboard Dataset

  2022 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech Recognition and Synthesis Open access

  22

  citations
• Investigating Methods to Improve Language Model Integration for Attention-Based Encoder-Decoder ASR Models

  2021 Interspeech (USB) conference-paper Computer Science Speech Recognition and Synthesis Open access cited by 1 patent

  38

  citations
• Deep Learning Automated Segmentation for Muscle and Adipose Tissue from Abdominal Computed Tomography in Polytrauma Patients

  2021 Sensors article Computer Science Medical Image Segmentation Techniques Open access

  53

  citations
• Deep Neural Networks for Analysis of Microscopy Images—Synthetic Data Generation and Adaptive Sampling

  2021 Crystals article Materials Science Machine Learning in Materials Science Open access cited by 3 patents

  40

  citations
• Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study

  2021 Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition conference-paper Computer Science Advanced Neural Network Applications Open access cited by 1 patent

  8

  citations
• The Unreasonable Effectiveness of the Final Batch Normalization Layer

  2021 Lecture notes in computer science conference-paper Computer Science Imbalanced Data Classification Techniques

  0

  citations
• Automated design of error-resilient and hardware-efficient deep neural networks

  2020 Neural Computing and Applications article Computer Science Advanced Neural Network Applications Open access cited by 2 patents

  40

  citations

9 results