Sandra Avila
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
17
Venues
8
Active years
2018–2024
Best venue rank
A*
Where they publish
Papers
17 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | BMVC | FairPIVARA: Reducing and Assessing Biases in CLIP-Based Multimodal Models. | Diego A. B. Moreira, Alef Iury Siqueira Ferreira, Jhessica Silva, Gabriel Oliveira dos Santos, Luiz Pereira, Joo Medrado Gondim, Gustavo Bonil, Helena Almeida Maia, Ndia Flix F. da Silva, Simone Tiemi Hashiguti, Jefersson A. dos Santos, Hlio Pedrini, Sandra Avila |
| 2023 | CIARP | Assessing the Generalizability of Deep Neural Networks-Based Models for Black Skin Lesions. | Luana Barros, Levy G. Chaves, Sandra Avila |
| 2023 | MICCAI | Test-Time Selection for Robust Skin Lesion Analysis. | Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila |
| 2023 | MICCAI | The Performance of Transferability Metrics Does Not Translate to Medical Tasks. | Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila |
| 2022 | ECCV | Artifact-Based Domain Generalization of Skin Lesion Models. | Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila |
| 2022 | ECCV | An Evaluation of Self-supervised Pre-training for Skin-Lesion Analysis. | Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila |
| 2021 | CVPR | GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review. | Alceu Bissoto, Eduardo Valle, Sandra Avila |
| 2021 | PAAMS | An Attentional Model for Earthquake Prediction Using Seismic Data. | Alana de Santana Correia, Iury Cleveston, Viviane Bonadia dos Santos, Sandra Avila, Esther Luna Colombini |
| 2020 | CVPR | Debiasing Skin Lesion Datasets and Models? Not So Fast. | Alceu Bissoto, Eduardo Valle, Sandra Avila |
| 2020 | CVPR | Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark. | Edson R. Bollis, Hlio Pedrini, Sandra Avila |
| 2020 | CVPR | Less is More: Sample Selection and Label Conditioning Improve Skin Lesion Segmentation. | Vincius Ribeiro, Sandra Avila, Eduardo Valle |
| 2019 | CVPR | (De)Constructing Bias on Skin Lesion Datasets. | Alceu Bissoto, Michel Fornaciali, Eduardo Valle, Sandra Avila |
| 2019 | CVPR | Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification. | Fbio Perez, Sandra Avila, Eduardo Valle |
| 2019 | ICASSP | Toward Subjective Violence Detection in Videos. | Bruno Peixoto, Bahram Lavi, Joo Paulo Pereira Martin, Sandra Avila, Zanoni Dias, Anderson Rocha |
| 2019 | UCC | Exploring the Cost-benefit of AWS EC2 GPU Instances for Deep Learning Applications. | Eva Maia Malta, Sandra Avila, Edson Borin |
| 2018 | MICCAI | Skin Lesion Synthesis with Generative Adversarial Networks. | Alceu Bissoto, Fbio Perez, Eduardo Valle, Sandra Avila |
| 2018 | MICCAI | Data Augmentation for Skin Lesion Analysis. | Fbio Perez, Cristina Vasconcelos, Sandra Avila, Eduardo Valle |