Alumni

Ph.D.

• Edson Riberto Bollis (IC/UNICAMP), “Weakly supervised methods for citrus mite classification” [PDF], Supervisors: Sandra Avila, Hélio 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, Jefersson A. dos Santos, Scholarship: Santander & Bolsa Alumni, November/2023.
  
• Michele Bittencourt Rodrigues (Nutrição e Saúde/UFMG), “Aplicando técnicas de inteligência artificial e aprendizado de máquina para o monitoramento automático de publicidades de alimentos no Brasil” [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 Sérgio 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, Jefersson A. dos Santos, August/2022.
• Cicera Vanessa Marques Sampaio Sidrim (IC/UNICAMP), “Neural architecture search analysis for object detection” [PDF], Scholarship: CAPES & FITec, July/2022.
• Levy Gurgel Chaves (IC/UNICAMP), “Evaluating self-supervised pre-training in out-of-distribution and low-data scenarios” [PDF], Supervisors: Sandra Avila, Eduardo Valle, Scholarship: CAPES & QuintoAndar, March/2022.
  
• Giovanna Nascimento Antonieti (IC/UNICAMP), “Análise de métodos de explicabilidade de redes neurais profundas para a classificação de Elsagate” [PDF], Scholarship: CAPES & Bolsa 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), “Redes adversárias generativas para remoção de ruídos em dados sísmicos” [PDF], Supervisors: Sandra Avila, Tiago Coimbra, Scholarship: CAPES & QuintoAndar, August/2020.
  
• Alceu Emanuel Bissoto (IC/UNICAMP), “Improving skin lesion analysis with generative adversarial networks” [PDF], Scholarship: CAPES & Google LARA 2018, September/2019.
• Paulo Roberto Rocha Vitorino (ENE/UnB), “Filtros especializados para a detecção de pornografia infantil” [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.

Undergraduate

• Luana Felipe de Barros (IC/UNICAMP), “Análise de modelos baseados em redes neurais profundas para lesões de pele negra” [PDF], Capstone Project, December/2022.
• Gabriel Oliveira dos Santos (IC/UNICAMP) “#PraCegoVer: audiodescrição automática de imagens”, Supervisors: Sandra Avila, Esther Colombini, Undergraduate Research Fellowship, December/2021.
• Victória Pedrazzoli Ferreira (IC/UNICAMP), “EfficientNet para o monitoramento automático de publicidades de alimentos”, [PDF] Supervisors: Sandra Avila, Paula Horta, Capstone Project, December/2021.
• Marcela Ferreira Medicina (IMECC/UNICAMP), “Detecção de viés de gênero via processamento de linguagem natural”, 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), “Detecção de frutos em viticultura utilizando redes neurais profundas” [PDF], Supervisors: Sandra Avila, Thiago Teixeira Santos, Undergraduate Research Fellowship, December/2019.
• João Henrique Speglich (IC/UNICAMP),“Construção automática de guias de velocidade para sísmica de reflexão” [PDF], Capstone Project, December/2019.
• Luis Felipe Hamada Serrano (IC/UNICAMP), “Análise de vieses em modelos de redes neurais profundas para detecção de pneumonia” [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), “Detecção Automática de Uvas e Folhas em Viticultura com uma Rede Neural YOLOv2” [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: Análise observacional e por survey de um curso para ensino de programação de computadores voltado a garotas do ensino médio” [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 Araújo, Sandra Avila.
• Guilherme Silva Terra (DCC/UFMG), “Video genre classification”, Undergraduate Research Fellowship, July/2010. Supervisors: Arnaldo Araújo, Sandra Avila.
• Hygor Hernane Telles e Silva (DCC/UFMG), “Nude detection in videos”, Undergraduate Research Fellowship, December/2009. Supervisors: Arnaldo Araújo, Sandra Avila.