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Cássio F. Dantas

  1. PDiscoNet: Semantically consistent part discovery for fine-grained recognition
    2023/09/06 by Robert van der Klis, Stephan Alaniz, van der Klis, Robert +11 · 7 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  2. Benchopt: Reproducible, efficient and collaborative optimization benchmarks
    2022/06/27 by Thomas Moreau, Mathurin Massias, Moreau, Thomas +39 · 4 citations
    Computer Science · Materials Science · #Advanced Neural Network Applications #Machine Learning in Materials Science #Stochastic Gradient Optimization Techniques
  3. Masking Strategies for Background Bias Removal in Computer Vision Models
    2023/08/23 by Ananthu Aniraj, Aniraj, Ananthu, Cássio F. Dantas +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  4. Towards Explainable Land Cover Mapping: a Counterfactual-based Strategy
    2023/01/04 by Cássio F. Dantas, Diego Marcos, Dantas, Cassio F. +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Analysis with R #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metabolomics and Mass Spectrometry Studies