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Modas, Apostolos

  1. SparseFool: a few pixels make a big difference
    2018/11/06 by Modas, Apostolos, Moosavi-Dezfooli, Seyed-Mohsen, Frossard, Pascal · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. Optimism in the Face of Adversity: Understanding and Improving Deep Learning through Adversarial Robustness
    2020/10/19 by Ortiz-Jimenez, Guillermo, Modas, Apostolos, Moosavi-Dezfooli, Seyed-Mohsen +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. Ethical Considerations for Responsible Data Curation
    2023/02/07 by Andrews, Jerone T. A., Zhao, Dora, Thong, William +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes
    2024/07/04 by Yusuke Hirota, Hirota, Yusuke, Jerone T. A. Andrew +11 · 3 citations
    Social Sciences · #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Qualitative Comparative Analysis Research
  5. A neural anisotropic view of underspecification in deep learning
    2021/04/29 by Guillermo Ortiz-Jiménez, Itamar Salazar-Reque, Ortiz-Jimenez, Guillermo +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
  6. Neural Anisotropy Directions
    2020/06/17 by Guillermo Ortiz-Jiménez, Apostolos Modas, Ortiz-Jimenez, Guillermo +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)