Thiago M. Paixão

44 papers A* 2B 6Journal 30Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Brazilian Portuguese Image Captioning with Transformers: A Study on Cross-Native-Translated Dataset. CoRR Gabriel Bromonschenkel, Alessandro L. Koerich, Thiago M. Paixão, Hilário Tomaz Alves de Oliveira
2026	J	`jnl`	Brazilian Portuguese Image Captioning with Transformers: A Study on Cross-Native-Translated Dataset. J. Braz. Comput. Soc. Gabriel Bromonschenkel, Alessandro L. Koerich, Thiago M. Paixão, Hilário Tomaz Alves de Oliveira
2026	J	`jnl`	Cross-Domain Object Detection Using Unsupervised Image Translation. CoRR Vinicius F. Arruda, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Nicu Sebe, Thiago Oliveira-Santos
2025	J	`jnl`	A machine learning approach for intra- and inter-cast hot metal temperature forecasting. Comput. Chem. Eng. Thiago M. Paixão, Sérgio Silva Mucciaccia, Letícia C. Navarro, Filipe Mutz, Vinicius Rampinelli, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2025	—	`conf`	AI-Driven Early Mental Health Screening: Analyzing Selfies of Pregnant Women. BIOSTEC (2): HEALTHINF Gustavo A. Basílio, Thiago B. Pereira, Alessandro L. Koerich, Hermano Tavares, Ludmila Dias, Maria das Graças da Silva Teixeira, Rafael Teixeira Sousa, Wilian H. Hisatugu, Amanda S. Mota, Anilton S. Garcia, Marco Aurélio K. Galletta, Thiago M. Paixão
2025	J	`jnl`	Assessing the Effectiveness of Transfer Learning in Chest X-Ray Analysis With the BRAX Dataset. IEEE Access Elton Douglas Silva, Thiago B. Pereira, Carlos Eduardo Brandão, Francisco de Assis Boldt, Thiago M. Paixão
2025	J	`jnl`	Blast furnace control by hierarchical similarity search in historical data. Eng. Appl. Artif. Intell. Lucas L. Amorim, Filipe Wall Mutz, Thiago M. Paixão, Vinicius Rampinelli, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2025	J	`jnl`	Depression and Anxiety Screening for Pregnant Women via Free Conversational Speech in Naturalistic Condition. IEEE Access Rafael Teixeira Sousa, Gustavo D. M. Silva, Paula L. L. Pinto, Juliano Backes, Amanda S. Mota, Thiago M. Paixão, Maria das Graças da Silva Teixeira, Wilian H. Hisatugu, Anilton S. Garcia, Kelly S. Prado, Rodrigo S. Dias, Marco Aurélio K. Galletta, Hermano Tavares
2025	J	`jnl`	Proper Body Landmark Subset Enables More Accurate and 5X Faster Recognition of Isolated Signs in LIBRAS. CoRR Daniele L. V. dos Santos, Thiago B. Pereira, Carlos Eduardo G. R. Alves, Richard Junior Manuel Godinez Tello, Francisco de Assis Boldt, Thiago M. Paixão
2025	J	`jnl`	Pt-HotpotQA: Evaluating Multi-Hop Question Answering on Original and Portuguese-translated Datasets Using LLMs. J. Braz. Comput. Soc. Sérgio Silva Mucciaccia, Thiago M. Paixão, Filipe Mutz, Alberto F. De Souza, Claudine Santos Badue, Thiago Oliveira-Santos
2025	J	`jnl`	RagPharma: A RAG-Based Chatbot for Medicine Leaflets with a Dual-Dataset Evaluation Framework. J. Braz. Comput. Soc. Letícia C. Navarro, Filipe Mutz, Thiago M. Paixão, Guilherme G. Zanetti, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2024	—	`conf`	A Comparative Evaluation of Transformer-Based Vision Encoder-Decoder Models for Brazilian Portuguese Image Captioning. SIBGRAPI Gabriel Bromonschenkel, Hilário Oliveira, Thiago M. Paixão
2024	J	`jnl`	AI-Driven Early Mental Health Screening with Limited Data: Analyzing Selfies of Pregnant Women. CoRR Gustavo A. Basílio, Thiago B. Pereira, Alessandro L. Koerich, Ludmila Dias, Maria das Graças da Silva Teixeira, Rafael Teixeira Sousa, Wilian H. Hisatugu, Amanda S. Mota, Anilton S. Garcia, Marco Aurélio K. Galletta, Hermano Tavares, Thiago M. Paixão
2024	—	`conf`	Enhancing Brazilian Sign Language Recognition Through Skeleton Image Representation. SIBGRAPI Carlos Eduardo G. R. Alves, Francisco de Assis Boldt, Thiago M. Paixão
2024	J	`jnl`	Enhancing Brazilian Sign Language Recognition through Skeleton Image Representation. CoRR Carlos Eduardo G. R. Alves, Francisco de Assis Boldt, Thiago M. Paixão
2022	J	`jnl`	A human-in-the-loop recommendation-based framework for reconstruction of mechanically shredded documents. Pattern Recognit. Lett. Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2022	J	`jnl`	Cross-domain object detection using unsupervised image translation. Expert Syst. Appl. Vinicius F. Arruda, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Nicu Sebe, Thiago Oliveira-Santos
2022	J	`jnl`	Deep traffic sign detection and recognition without target domain real images. Mach. Vis. Appl. Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2022	—	`conf`	Temperature Prediction in Blast Furnaces: A Machine Learning Comparative Study. SIBGRAPI Letícia C. Navarro, Lucas L. Amorim, Rodrigo Ferreira Berriel, Thiago M. Paixão, Vinicius Rampinelli, Luiz A. Wasem, Lucas Quaresma, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2021	J	`jnl`	Deep Learning-based Type Identification of Volumetric MRI Sequences. CoRR Jean Pablo Vieira de Mello, Thiago M. Paixão, Rodrigo Ferreira Berriel, Mauricio Reyes, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2021	J	`jnl`	Deep traffic light detection by overlaying synthetic context on arbitrary natural images. Comput. Graph. Jean Pablo Vieira de Mello, Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2021	A*	`conf`	Keep Your Eyes on the Lane: Real-Time Attention-Guided Lane Detection. CVPR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2021	J	`jnl`	Self-driving cars: A survey. Expert Syst. Appl. Claudine Badue, Rânik Guidolini, Raphael Vivacqua Carneiro, Pedro Azevedo, Vinicius B. Cardoso, Avelino Forechi, Luan F. R. Jesus, Rodrigo Ferreira Berriel, Thiago M. Paixão, Filipe Wall Mutz, Lucas de Paula Veronese, Thiago Oliveira-Santos, Alberto F. De Souza
2021	—	`conf`	Sisfrutos Papaya: A Dataset for Detection and Classification of Diseases in Papaya. ICANN (2) Jairo Lucas de Moraes, Jorcy de Oliveira Neto, Jacson Rodrigues Correia da Silva, Thiago M. Paixão, Claudine Badue, Thiago Oliveira-Santos, Alberto F. De Souza
2020	B	`conf`	Deep Learning-based Type Identification of Volumetric MRI Sequences. ICPR Jean Pablo Vieira de Mello, Thiago M. Paixão, Rodrigo Ferreira Berriel, Mauricio Reyes, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	J	`jnl`	Deep Traffic Sign Detection and Recognition Without Target Domain Real Images. CoRR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2020	J	`jnl`	Deep traffic light detection by overlaying synthetic context on arbitrary natural images. CoRR Jean Pablo Vieira de Mello, Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Alberto Ferreira de Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2020	A*	`conf`	Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. CVPR Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	J	`jnl`	Fast(er) Reconstruction of Shredded Text Documents via Self-Supervised Deep Asymmetric Metric Learning. CoRR Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	J	`jnl`	Keep your Eyes on the Lane: Attention-guided Lane Detection. CoRR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	B	`conf`	PolyLaneNet: Lane Estimation via Deep Polynomial Regression. ICPR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	J	`jnl`	PolyLaneNet: Lane Estimation via Deep Polynomial Regression. CoRR Lucas Tabelini Torres, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2020	B	`conf`	Product Categorization by Title Using Deep Neural Networks as Feature Extractor. IJCNN Leonardo S. Paulucio, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2020	J	`jnl`	Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents. CoRR Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto Ferreira de Souza, Thiago Oliveira-Santos
2020	J	`jnl`	Self-supervised deep reconstruction of mixed strip-shredded text documents. Pattern Recognit. Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Alessandro L. Koerich, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2019	B	`conf`	Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. IJCNN Vinicius F. Arruda, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2019	J	`jnl`	Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night. CoRR Vinicius F. Arruda, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2019	B	`conf`	Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images. IJCNN Lucas Tabelini Torres, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2019	J	`jnl`	Effortless Deep Training for Traffic Sign Detection Using Templates and Arbitrary Natural Images. CoRR Lucas Tabelini Torres, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue, Nicu Sebe, Thiago Oliveira-Santos
2019	J	`jnl`	Exploring Character Shapes for Unsupervised Reconstruction of Strip-Shredded Text Documents. IEEE Trans. Inf. Forensics Secur. Thiago M. Paixão, Maria C. S. Boeres, Cinthia O. A. Freitas, Thiago Oliveira-Santos
2019	J	`jnl`	Handling pedestrians in self-driving cars using image tracking and alternative path generation with Frenét frames. Comput. Graph. Renan Sarcinelli, Rânik Guidolini, Vinicius B. Cardoso, Thiago M. Paixão, Rodrigo Ferreira Berriel, Pedro Azevedo, Alberto F. De Souza, Claudine Badue, Thiago Oliveira-Santos
2019	B	`conf`	Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars. IJCNN Lucas C. Possatti, Ranik Guidolini, Vinicius B. Cardoso, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2019	J	`jnl`	Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars. CoRR Lucas C. Possatti, Ranik Guidolini, Vinicius B. Cardoso, Rodrigo Ferreira Berriel, Thiago M. Paixão, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos
2018	—	`conf`	A Deep Learning-Based Compatibility Score for Reconstruction of Strip-Shredded Text Documents. SIBGRAPI Thiago M. Paixão, Rodrigo Ferreira Berriel, Maria C. S. Boeres, Claudine Badue, Alberto F. De Souza, Thiago Oliveira-Santos