Sandra Avila
Universidade Estadual de Campinas
H-index: 32
Latin America-Brazil
Top articles of Sandra Avila
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Leveraging Self-Supervised Learning for Scene Recognition in Child Sexual Abuse Imagery | arXiv preprint arXiv:2403.01183 | Pedro HV Valois João Macedo Leo SF Ribeiro Jefersson A dos Santos Sandra Avila | 2024/3/2 |
Even Small Correlation and Diversity Shifts Pose Dataset-Bias Issues | Pattern Recognition Letters | Alceu Bissoto Catarina Barata Eduardo Valle Sandra Avila | 2024/2/3 |
Test-Time Selection for Robust Skin Lesion Analysis | Alceu Bissoto Catarina Barata Eduardo Valle Sandra Avila | 2023/10/8 | |
The performance of transferability metrics does not translate to medical tasks | Levy Chaves Alceu Bissoto Eduardo Valle Sandra Avila | 2023/10/12 | |
A survey on deep learning for skin lesion segmentation | Zahra Mirikharaji Kumar Abhishek Alceu Bissoto Catarina Barata Sandra Avila | 2023/6/9 | |
Assessing the Generalizability of Deep Neural Networks-Based Models for Black Skin Lesions | Luana Barros Levy Chaves Sandra Avila | 2023/9/30 | |
Revolutionizing food advertising monitoring: A machine learning-based method for automated classification of food videos | Public Health Nutrition | Michele Bittencourt Rodrigues Victória Pedrazzoli Ferreira Rafael Moreira Claro Ana Paula Bortoletto Martins Sandra Avila | 2023/11 |
The framing of time-dependent machine learning models improves risk estimation among young individuals with acute coronary syndromes | European Heart Journal | LSF Carvalho ACC Nogueira MD Fernandez AAM Soares TB Rezende | 2023/11 |
CAPIVARA: Cost-Efficient Approach for Improving Multilingual CLIP Performance on Low-Resource Languages | arXiv preprint arXiv:2310.13683 | Gabriel Oliveira dos Santos Diego Alysson Moreia Alef Iury Ferreira Jhessica Silva Luiz Pereira | 2023/10/20 |
#PraCegoVer: A Large Dataset for Image Captioning in Portuguese | Data | Gabriel Oliveira dos Santos Esther Luna Colombini Sandra Avila | 2022/1/21 |
Rationale and design of the Brazilian diabetes study: a prospective cohort of type 2 diabetes | Current Medical Research and Opinion | Joaquim Barreto Vaneza Wolf Isabella Bonilha Beatriz Luchiari Marcus Lima | 2022/4/3 |
An Evaluation of Self-supervised Pre-training for Skin-lesion Analysis | Levy Chaves Alceu Bissoto Eduardo Valle Sandra Avila | 2022/10/23 | |
The Framing of time-dependent machine learning risk prediction models among young individuals with acute coronary syndromes | Luiz Sergio Carvalho Gustavo Alexim Ana Claudia Nogueira Marta Fernandez Tito Rezende | 2022/7/19 | |
Should I disclose my dataset? Caveats between reproducibility and individual data rights | arXiv preprint arXiv:2211.00498 | Raysa M Benatti Camila ML Villarroel Sandra Avila Esther L Colombini Fabiana C Severi | 2022/11/1 |
Weakly supervised attention-based models using activation maps for citrus mite and insect pest classification | Computers and Electronics in Agriculture | Edson Bollis Helena Maia Helio Pedrini Sandra Avila | 2022/4/1 |
Artifact-Based Domain Generalization of Skin Lesion Models | Alceu Bissoto Catarina Barata Eduardo Valle Sandra Avila | 2022/10/23 | |
Seeing without Looking: Analysis Pipeline for Child Sexual Abuse Datasets | Camila Laranjeira da Silva João Macedo Sandra Avila Jefersson dos Santos | 2022/6/21 | |
Análise de Modelos Baseados em Redes Neurais Profundas para Lesões de Pele Negra | Luana Felipe de Barros Sandra Eliza Fontes de Avila Relatório Técnico–IC-PFG Projeto Final de Graduação | 2022/12 | |
What should we pay attention to when classifying violent videos? | Marcos Vinícius Adão Teixeira Sandra Avila | 2021/8/17 | |
An attentional model for earthquake prediction using seismic data | Alana de Santana Correia Iury Cleveston Viviane Bonadia dos Santos Sandra Avila Esther Luna Colombini | 2021 |
Co-Authors
