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Researcher profile

Dário Augusto Borges Oliveira

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Decoupling Shape and Density for Liver Lesion Synthesis Using Conditional Generative Adversarial Networks

    2021 · arXiv (Cornell University)

    Lesion synthesis received much attention with the rise of efficient generative models for augmenting training data, drawing lesion evolution scenarios, or aiding expert training. The quality and diversity of synthesized data are highly dependent on …

  2. Learning from Label Proportions with Prototypical Contrastive Clustering

    2022 · Proceedings of the AAAI Conference on Artificial Intelligence

    The use of priors to avoid manual labeling for training machine learning methods has received much attention in the last few years. One of the critical subthemes in this regard is Learning from Label Proportions …