Alumni

Ph.D.

• Edson Roberto Bollis (IC/UNICAMP), “Weakly supervised methods for citrus mite classification” [PDF], Supervisors: Sandra Avila, Helio Pedrini, Scholarship: CAPES, June/2022.
• Michel Silva Fornaciali (FEEC/UNICAMP), “Reliable automated melanoma screening for the real world” [PDF], Supervisors: Eduardo Valle, Sandra Avila, Scholarship: Google LARA 2016 & 2017, July / 2019.

Master

• Thamiris Florindo Coelho (IC/UNICAMP), “Transformers-based few-shot learning for scene classification in CSAI” [PDF], Supervisors: Sandra Avila, Jefferson A. dos Santos, Scholarship: Santander & Scholarship Alumni, November/2023.
  
• Michele Bittencourt Rodrigues (Nutrição e Saúde/UFMG), “Applying artificial intelligence and machine learning techniques for automatic monitoring of food advertisements in Brazil” [PDF], Supervisors: Paula Horta, Sandra Avila, May/2023.
  
• Raysa Masson Benatti (IC/UNICAMP), “Revealing gender biases in court decisions with natural language processing” [PDF], Supervisors: Esther Colombini, Sandra Avila, Scholarship: CAPES & FAEPEX, April/2023.
  
• Rosa Yuliana Gabriela Paccotacya Yanque (IC/UNICAMP), “A comparative analysis of explainable artificial intelligence methods for skin lesion classification” [PDF], Scholarship: CNPq, December / 2022.
• Tito Barbosa Rezende (IC/UNICAMP), “Interpretable deep neural networks with rejection option on tabular data” [PDF], Supervisors: Sandra Avila, Luiz Sergio F. de Carvalho, September / 2022.
• Pedro Henrique Vaz Valois (IC/UNICAMP), “Leveraging self-supervised learning for scene recognition in child sexual abuse imagery” [PDF], Supervisors: Sandra Avila, Jefferson A. dos Santos, August / 2022.
• Vanessa Marques Sampaio Sidrim (IC/UNICAMP), “Neural architecture search analysis for object detection” [PDF], Scholarship: CAPES & FITec, July / 2022.
• Levy Gurgel Keys (IC/UNICAMP), “Evaluating self-supervised pre-training in out-of-distribution and low-data scenarios” [PDF], Supervisors: Sandra Avila, Eduardo Valle, Scholarship: CAPES & Fifth floor, March / 2022.
  
• Giovanna Nascimento Antonieti (IC/UNICAMP), “Analysis of explainability methods of deep neural networks for Elsagate classification” [PDF], Scholarship: CAPES & Scholarship Alumni, August / 2021.
  
• Eva Maia Malta (IC/UNICAMP), “Selecting efficient virtual machines for training deep learning models on the cloud” [PDF], Supervisors: Edson Borin, Sandra Avila, Scholarship: Petrobras, March / 2021.
  
• Marcos Vinícius Adão Teixeira (IC/UNICAMP), “Evaluating attention-based models for violence classification in videos” [PDF], December / 2020.
  
• Jonlenes Silva de Castro (IC/UNICAMP), “Generative adversarial networks for removing noise in seismic data” [PDF], Supervisors: Sandra Avila, James Coimbra, Scholarship: CAPES & Fifth floor, August / 2020.
  
• Alceu Emanuel Bissoto (IC/UNICAMP), “Improving skin injury analysis with generative adversarial networks” [PDF], Scholarship: CAPES & Google LARA 2018, September / 2019.
• Paulo Roberto Rocha Vitorino (ENE / UnB), “Specialized filters for the detection of child pornography” [PDF], Supervisors: Anderson Rocha, Sandra Avila, Scholarship: PRONASCI, December / 2016.
• Micael Cabrera Carvalho (FEEC/UNICAMP), “Transfer schemes for deep learning in image classification” [PDF], Supervisors: Eduardo Valle, Sandra Avila, Scholarship: SAMSUNG, July / 2015.
• Michel Silva Fornaciali (FEEC/UNICAMP), “Towards robust melanoma screening: A case for enhanced mid-level features” [PDF], Supervisors: Eduardo Valle, Sandra Avila, June / 2015.

Graduate

• Luana Felipe de Barros (IC/UNICAMP), “Analysis of models based on deep neural networks for black skin lesions” [PDF], Capstone Project, December / 2022.
• Gabriel Oliveira dos Santos (IC/UNICAMP) “#Pracegover: automatic audio description of images”, Supervisors: Sandra Avila, Esther Colombini, Undergraduate Research Fellowship, December / 2021.
• Victória Pedrazzoli Ferreira (IC/UNICAMP), “EfficientNet for automatic monitoring of food advertisements”, [PDF] Supervisors: Sandra Avila, Paula Horta, Capstone Project, December / 2021.
• Marcela Ferreira Medicina (IMECC/UNICAMP), “Gender bias detection via natural language processing”, Supervisors: Sandra Avila, Esther Colombini, Undergraduate Research Fellowship, August/2021.
• Akari Ishikawa (IC/UNICAMP), “Combating the Elsagate phenomenon: Deep learning architectures for disturbing cartoons” [PDF], Undergraduate Research Fellowship, December / 2019.
• Leonardo Lima De Souza (IC/UNICAMP), “Fruit detection in viticulture using deep neural networks” [PDF], Supervisors: Sandra Avila, Thiago Teixeira Santos, Undergraduate Research Fellowship, December / 2019.
• João Henrique Speglich (IC/UNICAMP), “Automatic construction of velocity guides for reflection seismic” [PDF], Capstone Project, December / 2019.
• Luis Felipe Hamada Serrano (IC/UNICAMP), “Bias analysis in deep neural network models for pneumonia detection” [PDF], Capstone Project, December / 2019.
• William Ryuji Massuda (IC/UNICAMP), “Skin cancer classification with generative adversarial networks”, Undergraduate Research Fellowship, March/2019.
• Andreza Aparecida dos Santos (IC/UNICAMP), “Automatic Detection of Grapes and Leaves in Viticulture with a YOLOv2 Neural Network” [Video] [PDF], Undergraduate Research Fellowship, July / 2018. Supervisors: Thiago Teixeira Santos, Sandra Avila.
• Davi Silva dos Santos (DComp / UFS), “Combating waste: A mobile app for food donation”, Undergraduate Research Fellowship, July / 2018. Supervisors: Sandra Avila, Beatriz Andrade, André Carvalho, Breno Piva
• Nívea Neyara Bomfim Melo (DComp / UFS), “Combating waste: A mobile app for food donation”, Undergraduate Research Fellowship, July / 2018. Supervisors: Sandra Avila, Beatriz Andrade, André Carvalho, Breno Piva
• Vitor Alves Arrais de Souza (IC/UNICAMP), “Deep Neural Networks for Generating Music” [PDF], Capstone Project, July / 2018.
• Nadja Yanna Braga Ramos (FEEC/UNICAMP), “Android Smart Girls: Observational and survey analysis of a course for teaching computer programming aimed at high school girls” [PDF], Capstone Project, December / 2014. Supervisors: Eduardo Valle, Sandra Avila.
• Edemir Ferreira de Andrade Junior (DCC / UFMG), “Pornography video detection”, Undergraduate Research Fellowship, December / 2013. Supervisors: Arnaldo Araujo, Sandra Avila.
• Guilherme Silva Terra (DCC / UFMG), “Video genre classification”, Undergraduate Research Fellowship, July / 2010. Supervisors: Arnaldo Araujo, Sandra Avila.
• Hygor Hernane Telles e Silva (DCC / UFMG), “Nude detection in videos”, Undergraduate Research Fellowship, December / 2009. Supervisors: Arnaldo Araujo, Sandra Avila.