Avila, Sandra

8 publications

ECCVW 2022 An Evaluation of Self-Supervised Pre-Training for Skin-Lesion Analysis Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila

ECCVW 2022 Artifact-Based Domain Generalization of Skin Lesion Models Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila

CVPRW 2021 GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review Alceu Bissoto, Eduardo Valle, Sandra Avila

CVPRW 2020 Debiasing Skin Lesion Datasets and Models? Not so Fast Alceu Bissoto, Eduardo Valle, Sandra Avila

CVPRW 2020 Less Is More: Sample Selection and Label Conditioning Improve Skin Lesion Segmentation Vinícius Ribeiro, Sandra Avila, Eduardo Valle

CVPRW 2020 Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark Edson R. Bollis, Hélio Pedrini, Sandra Avila

CVPRW 2019 (De)Constructing Bias on Skin Lesion Datasets Alceu Bissoto, Michel Fornaciali, Eduardo Valle, Sandra Avila

CVPRW 2019 Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification Fábio Perez, Sandra Avila, Eduardo Valle