Recent advances in convolutional neural networks

• A novel hybrid surrogate model for the stability and post-failure analysis of spatially variable slopes using a smoothed sequential limit analysis

  2026 Journal of Rock Mechanics and Geotechnical Engineering article Engineering Geotechnical Engineering and Analysis Open access

  1

  citations
• A survey of features used for representing black-box single-objective continuous optimization

  2026 Swarm and Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

  4

  citations
• Application of neural network in steelmaking and continuous casting: A review

  2024 Ironmaking & Steelmaking Processes Products and Applications article Engineering Metallurgical Processes and Thermodynamics

  12

  citations
• Easy-MODA: Simplifying standardised registration of scientific simulation workflows through MODA template guidelines powered by the Enalos Cloud Platform

  2024 Computational and Structural Biotechnology Journal article Decision Sciences Scientific Computing and Data Management Open access

  13

  citations
• A machine‐learning supported multi‐scale LBM‐TPM model of unsaturated, anisotropic, and deformable porous materials

  2023 International Journal for Numerical and Analytical Methods in Geomechanics article Engineering Soil and Unsaturated Flow Open access

  21

  citations
• FPGA-based Deep Learning Inference Accelerators: Where Are We Standing?

  2023 ACM Transactions on Reconfigurable Technology and Systems article Computer Science Embedded Systems Design Techniques Open access

  73

  citations
• Few-shot and meta-learning methods for image understanding: a survey

  2023 International Journal of Multimedia Information Retrieval article Computer Science Domain Adaptation and Few-Shot Learning Open access

  45

  citations
• A Novel Data Augmentation and Composite Multiscale Network for Mechanical Fault Diagnosis

  2023 IEEE Transactions on Instrumentation and Measurement article Engineering Machine Fault Diagnosis Techniques

  26

  citations
• Machine learning in bioprocess development: from promise to practice

  2022 Trends in biotechnology review Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access cited by 1 patent

  166

  citations
• ConvNets for automatic detection of polyglutamine SCAs from brain MRIs: state of the art applications

  2022 Medical & Biological Engineering & Computing article Neuroscience Genetic Neurodegenerative Diseases Open access

  0

  citations
• Multi-label enhancement based self-supervised deep cross-modal hashing

  2021 Neurocomputing article Computer Science Advanced Image and Video Retrieval Techniques

  52

  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
• A Semantic Segmentation Approach to Recognize Assault Rifles in ISIS Propaganda Images

  2020 IEEE International Conference on Semantic Computing (ICSC) conference-paper Computer Science Advanced Neural Network Applications Open access

  2

  citations
• Automatic vocal tract landmark localization from midsagittal MRI data

  2020 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access

  20

  citations
• Automatic vocal tract landmark localization from midsagittal MRI data

  2020 RWTH Publications (RWTH Aachen) article Computer Science Medical Image Segmentation Techniques Open access

  19

  citations

15 results