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Researcher profile

Héctor‐Gabriel Acosta‐Mesa

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Vehicle Make and Model Recognition as an Open-Set Recognition Problem and New Class Discovery

    2023 · Mathematical and Computational Applications

    One of the main limitations of traditional neural-network-based classifiers is the assumption that all query data are well represented within their training set. Unfortunately, in real-life scenarios, this is often not the case, and unknown …

  2. Tree-Based Codification in Neural Architecture Search for Medical Image Segmentation

    2024 · IEEE Transactions on Evolutionary Computation

    Convolutional neural networks (CNNs) have shown a competitive performance in medical imaging applications, such as image segmentation. However, choosing an existing architecture capable of adapting to a specific dataset is challenging and requires design expertise. …