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Item Reconhecimento automático de fala (ASR) estudo sobre a influência do contexto no desempenho e na eficiência de modelos(Universidade Federal de Goiás, 2024-12-17) Silva, Daniel Ribeiro da; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Gris, Lucas Rafael StefanelThis Course Completion Report aims to bring together the results of my journey to become an expert in Automatic Speech Recognition (ASR). An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Aprendizado por reforço em modelos de linguagem natural desenvolvimento de modelos pequenos e dados sintéticos para monitoria de qualidade em call centers(Universidade Federal de Goiás, 2024-12-17) Simões, Lucca Emmanuel Pineli; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Figueredo, Luiz Guilherme CorrêaThis Course Completion Report aims to bring together the results of my journey to become an expert in Reinforcement Learning with Human Feedback (RLHF). An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Adaptação de domínio na geração de dados sintéticos de imagens uma abordagem com DCGAN integrada a CNN de feedback(Universidade Federal de Goiás, 2024-12-17) Oliveira, Luan Gabriel Silva; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Sene Junior, Iwens GervasioThis Course Completion Report aims to bring together the results of my journey to become an expert in Synthetic Data Generation with Domain Adaptation. An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Ataques adversários em modelos de linguagem análise de técnicas ofensivas na exploração de respostas enviesadas em LLMs(Universidade Federal de Goiás, 2024-12-17) Mariano, Kauan Divino Pouso; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Sene Junior, Iwens GervasioThis Course Completion Report aims to bring together the results of my journey to become an expert in Adversarial Attacks on Language Models. An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Modelos de linguagem para recuperação e geração de conhecimento contextualizado aplicação de retrieval-augmented generation (RAG) em reações químicas e análise de dados científicos(Universidade Federal de Goiás, 2024-12-17) Silva Junior, Jonas Gomes da; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Aguiar, Raimunda Delfino dos SantosThis Course Completion Report aims to bring together the results of my journey to become an expert in Recovery Augmented Generation (RAG) . An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Inteligência artificial aplicada à decodificação de intenções motoras desmistificando os sinais neurais da imagética motora (IM)(Universidade Federal de Goiás, 2024-12-17) Mesquita, Isadora Stéfany Rezende Remigio; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Sene Junior, Iwens GervasioThis Course Completion Report aims to bring together the results of my journey to become an expert in Artificial Intelligence Applied to Neural Signals for Motor Imagery. An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Geração de dataset sintético criação de um benchmark multirrótulo para detecção de preconceitos em textos de alta qualidade em português(Universidade Federal de Goiás, 2024-12-17) Brito, Iago Alves; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares , Anderson da Silva; Galvão Filho, Arlindo RodriguesThis Course Completion Report aims to bring together the results of my journey to become an expert in Natural Language Processing (LLMs). An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Modelos fundacionais para a segmentação de imagens uma jornada do clássico aos modelos fundacionais(Universidade Federal de Goiás, 2024-12-17) Silva, Gustavo Rodrigues da; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Sene Junior, Iwens GervasioThis Course Completion Report aims to bring together the results of my journey to become an expert in Computer Vision (Image Segmentation). An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Algoritmos genéticos de auto aprendizado evolução na obtenção de soluções em roteamento e otimização continua(Universidade Federal de Goiás, 2024-12-17) Oliveira, Gustavo dos Reis; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Oliveira, Sávio Salvarino Teles deThis Course Completion Report aims to bring together the results of my journey to become an expert in Self-Learning Genetic Algorithms. An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Visão computacional no diagnóstico dermatológico aplicação de técnicas de detecção de objetos para identificação de lesões de câncer de pele em imagens médicas(Universidade Federal de Goiás, 2024-12-17) Reis, Guilherme Henrique dos; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Oliveira, Sávio Salvarino Teles deThis Course Completion Report aims to bring together the results of my journey to become an expert in Computer Vision (Object Detection). An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Treino eficiente de transformers acelerando o fine tuning de transformers com aproximações de baixo ranque(Universidade Federal de Goiás, 2024-12-17) Schmidt, Gabriel van der; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Pereira, Lucas AraújoThis Course Completion Report aims to bring together the results of my journey to become an expert in Computational Efficiency in Transformers. An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Aprendizado federado compressão de gradientes adaptativos em dados heterogêneos(Universidade Federal de Goiás, 2024-12-17) Carvalho, Francieli Moreira de; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Aguiar, Raimunda Delfino dos SantosThis Course Completion Report aims to bring together the results of my journey to become an expert in Federated Learning (Communication). An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Do rascunho ao filme transformando textos em histórias visuais com inteligência artificial(Universidade Federal de Goiás, 2024-12-17) Barreto, Arthur Jung; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Sene Junior, Iwens GervasioThis Course Completion Report aims to bring together the results of my journey to become an expert in Image Generation (History-to-Images). An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Aprendizado por reforço em jogos multiagentes uma abordagem com autojogo(Universidade Federal de Goiás, 2024-12-17) Souza, André Luís Araújo de; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Martins, Bruno Brandão SoaresThis Course Completion Report aims to bring together the results of my journey to become an expert in Reinforcement Learning (Multi-agent). An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Desafios do trade-off exploração-explotação em aprendizado por reforço profundo estudo comparativo de técnicas em cenários simulados para otimização de políticas de decisão(Universidade Federal de Goiás, 2024-12-17) Almada, Fabrycio Leite Nakano; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Sene Junior, Iwens GervasioThis Course Completion Report aims to bring together the results of my journey to become an expert in Deep Reinforcement Learning (Exploration). An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Automatização de consultas SQL com Retrieval-Augmented Generation (RAG) uma abordagem para a conversão de texto aplicada a dados do campeonato brasileiro(Universidade Federal de Goiás, 2024-12-17) Rosa, Evellyn Nicole Machado; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Oliveira, Sávio Salvarino Teles deThis Course Completion Report aims to bring together the results of my journey to become an expert in Recovery Augmented Generation (RAG) . An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Exploração de modelos multimodais de linguagem avanços na pesquisa e desenvolvimento de MLLMs voltados à língua portuguesa(Universidade Federal de Goiás, 2024-12-17) Oliveira, Elisa Ayumi Masasi de; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Galvão Filho, Arlindo RodriguesThis Course Completion Report aims to bring together the results of my journey to become an expert in Large-Scale Multimodal Language Models (MLLMs). An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Explorando codecs neurais de áudio e suas inovações estudo sobre os fundamentos e as aplicações na representação de áudio(Universidade Federal de Goiás, 2024-12-17) Ferro Filho, Alexandre Costa; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Gris, Lucas Rafael StefanelThis Course Completion Report aims to bring together the results of my journey to become an expert in Neural Audio Codecs. An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Aprendizado por reforço aplicado à saúde tratamento do câncer de cólon e reto(Universidade Federal de Goiás, 2024-08-06) Costa, Webse da Mota; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Sene Junior, Iwens GervasioThis Course Completion Report aims to bring together the results of my journey to become an expert in Reinforcement Learning. An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.Item Visão 3d para tecnologias imersivas uma abordagem inovadora de geração de ambientes dentro do meta quest 3(Universidade Federal de Goiás, 2024-08-06) Carvalho, Rodrigo Mendes de; Federson, Fernando Marques; Federson, Fernando Marques; Díaz Salazar, Aldo André; Soares, Anderson da Silva; Sene Junior, Iwens GervasioThis Course Completion Report aims to bring together the results of my journey to become an expert in Computer Vision. An illustration and its narrative describe the work periods. The Appendices contain the Delivery Acceptance Terms and the results obtained during each work period.