Emilio Vital Brazil

60 papers B 4C 1Journal 36Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Causality-driven feature selection and domain adaptation for enhancing chemical foundation models in downstream tasks. Mach. Learn. Sci. Technol. Eduardo Almeida Soares, Victor Yukio Shirasuna, Emilio Vital Brazil, Karen Fiorella Aquino Gutierrez, Renato Cerqueira, Dmitry Zubarev, Kristin Schmidt, Daniel P. Sanders
2025	J	`jnl`	Enhancing federated averaging of self-supervised monocular depth estimators for autonomous vehicles with Bayesian optimization. Future Gener. Comput. Syst. Elton Figueiredo de S. Soares, Emilio Vital Brazil, Carlos Alberto Vieira Campos
2025	J	`jnl`	Grokking Explained: A Statistical Phenomenon. CoRR Breno W. Carvalho, Artur S. d'Avila Garcez, Luís C. Lamb, Emilio Vital Brazil
2025	B	`conf`	Inducing Grokking with Distribution Shifts. ICTAI Breno W. Carvalho, Artur d'Avila Garcez, Luís C. Lamb, Emilio Vital Brazil
2025	J	`jnl`	Multi-view mixture-of-experts for predicting molecular properties using SMILES, SELFIES, and graph-based representations. Mach. Learn. Sci. Technol. Eduardo E. M. Soares, Victor Yukio Shirasuna, Emilio Vital Brazil, Indra Priyadarsini, Seiji Takeda
2025	J	`jnl`	Towards a Foundation Model for Partial Differential Equations Across Physics Domains. CoRR Eduardo Soares, Emilio Vital Brazil, Victor Yukio Shirasuna, Breno W. S. R. de Carvalho, Cristiano Malossi
2025	J	`jnl`	Understanding Structural Representation in Foundation Models for Polymers. CoRR Nathaniel H. Park, Eduardo A. Soares, Victor Yukio Shirasuna, Tiffany J. Callahan, Sara Capponi, Emilio Vital Brazil
2024	J	`jnl`	A Large Encoder-Decoder Family of Foundation Models For Chemical Language. CoRR Eduardo E. M. Soares, Victor Yukio Shirasuna, Emilio Vital Brazil, Renato Cerqueira, Dmitry Zubarev, Kristin Schmidt
2024	—	`conf`	Leveraging Bayesian Optimization to Enhance Self-Supervised Federated Learning of Monocular Depth Estimators. ITSC Elton Figueiredo de S. Soares, Emilio Vital Brazil, Carlos Alberto Vieira Campos
2024	J	`jnl`	SELF-BART : A Transformer-based Molecular Representation Model using SELFIES. CoRR Indra Priyadarsini, Seiji Takeda, Lisa Hamada, Emilio Vital Brazil, Eduardo E. M. Soares, Hajime Shinohara
2023	J	`jnl`	Beyond Chemical Language: A Multimodal Approach to Enhance Molecular Property Prediction. CoRR Eduardo E. M. Soares, Emilio Vital Brazil, Karen Fiorela Aquino Gutierrez, Renato Cerqueira, Dan Sanders, Kristin Schmidt, Dmitry Zubarev
2023	J	`jnl`	Geo-Sketcher: Rapid 3D Geological Modeling using Geological and Topographic Map Sketches. CoRR Ronan Amorim, Emilio Vital Brazil, Faramarz Samavati, Mario Costa Sousa
2023	J	`jnl`	Improving Molecular Properties Prediction Through Latent Space Fusion. CoRR Eduardo E. M. Soares, Akihiro Kishimoto, Emilio Vital Brazil, Seiji Takeda, Hiroshi Kajino, Renato Cerqueira
2023	J	`jnl`	Knowledge-augmented Risk Assessment (KaRA): a hybrid-intelligence framework for supporting knowledge-intensive risk assessment of prospect candidates. CoRR Carlos Raoni Mendes, Emilio Vital Brazil, Vinícius C. V. B. Segura, Renato Cerqueira
2023	J	`jnl`	Position Paper on Dataset Engineering to Accelerate Science. CoRR Emilio Vital Brazil, Eduardo E. M. Soares, Lucas Villa Real, Leonardo Azevedo, Vinícius C. V. B. Segura, Luiz Zerkowski, Renato Cerqueira
2023	J	`jnl`	Retrospective End-User Walkthrough: A Method for Assessing How People Combine Multiple AI Models in Decision-Making Systems. CoRR Vagner Figueredo de Santana, Larissa Monteiro Da Fonseca Galeno, Emilio Vital Brazil, Aliza Heching, Renato Cerqueira
2023	J	`jnl`	ShapeGraMM: On the fly procedural generation of massive models for real-time visualization. Comput. Graph. Wallas H. S. dos Santos, Emilio Vital Brazil, Alberto Barbosa Raposo
2022	—	`conf`	How can AI leverage alternative criteria and suggest a better way to measure credit worthiness and economic growth? CUI Heloisa Candello, Marcelo Grave, Emilio Vital Brazil, Marina Ito, Adinan Alves de Brito Filho, Rogério de Paula
2022	J	`jnl`	Toward Human-AI Co-creation to Accelerate Material Discovery. CoRR Dmitry Zubarev, Carlos Raoni Mendes, Emilio Vital Brazil, Renato Cerqueira, Kristin Schmidt, Vinícius C. V. B. Segura, Juliana Jansen Ferreira, Dan Sanders
2022	J	`jnl`	Workflow provenance in the lifecycle of scientific machine learning. Concurr. Comput. Pract. Exp. Renan Souza, Leonardo Guerreiro Azevedo, Vítor Lourenço, Elton F. S. Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto
2020	J	`jnl`	Generating Sketch-Based Synthetic Seismic Images With Generative Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. Rodrigo S. Ferreira, Julia Noce, Dário A. B. Oliveira, Emilio Vital Brazil
2020	J	`jnl`	Workflow Provenance in the Lifecycle of Scientific Machine Learning. CoRR Renan Souza, Leonardo Guerreiro Azevedo, Vítor Lourenço, Elton F. S. Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto
2019	—	`conf`	Drafting Interpretation of Seismic Data through Virtual Reality with Hyperknowledge Base Systems. AIVR Wallas H. S. dos Santos, Isabela Chambers, Emilio Vital Brazil, Márcio Ferreira Moreno
2019	—	`conf`	Efficient Runtime Capture of Multiworkflow Data Using Provenance. eScience Renan Souza, Marta Mattoso, Leonardo Azevedo, Raphael Thiago, Elton F. de Souza Soares, Marcelo Nery dos Santos, Marco A. S. Netto, Emilio Vital Brazil, Renato Cerqueira, Patrick Valduriez
2019	J	`jnl`	Improving Seismic Data Resolution With Deep Generative Networks. IEEE Geosci. Remote. Sens. Lett. Dário A. B. Oliveira, Rodrigo S. Ferreira, Reinaldo M. Da Gama e Silva, Emilio Vital Brazil
2019	J	`jnl`	Netherlands Dataset: A New Public Dataset for Machine Learning in Seismic Interpretation. CoRR Reinaldo Mozart Da Gama e Silva, Laís Baroni, Rodrigo S. Ferreira, Daniel Civitarese, Daniela Szwarcman, Emilio Vital Brazil
2019	J	`jnl`	Penobscot Dataset: Fostering Machine Learning Development for Seismic Interpretation. CoRR Laís Baroni, Reinaldo Mozart Da Gama e Silva, Rodrigo S. Ferreira, Daniel Civitarese, Daniela Szwarcman, Emilio Vital Brazil
2019	—	`conf`	Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering. WORKS@SC Renan Souza, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco Aurélio Stelmar Netto, Leonardo Azevedo, Vítor Lourenço, Elton F. de Souza Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno
2019	J	`jnl`	Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering. CoRR Renan Souza, Leonardo Azevedo, Vítor Lourenço, Elton F. de Souza Soares, Raphael Thiago, Rafael Brandão, Daniel Civitarese, Emilio Vital Brazil, Márcio Ferreira Moreno, Patrick Valduriez, Marta Mattoso, Renato Cerqueira, Marco A. S. Netto
2019	J	`jnl`	Semantic Segmentation of Seismic Images. CoRR Daniel Civitarese, Daniela Szwarcman, Emilio Vital Brazil, Bianca Zadrozny
2019	—	`conf`	Structuring and Inspecting 3D Anchors for Seismic Volume into Hyperknowledge Base in Virtual Reality. AIVR Wallas H. S. dos Santos, Isabela Chambers, Emilio Vital Brazil, Márcio Ferreira Moreno
2019	—	`conf`	Towards Explainable AI Using Similarity: An Analogues Visualization System. HCI (19) Vinícius C. V. B. Segura, Bruna Brandão, Ana Fucs, Emilio Vital Brazil
2018	B	`conf`	Efficient Classification of Seismic Textures. IJCNN Daniel Salles Chevitarese, Daniela Szwarcman, Emilio Vital Brazil, Bianca Zadrozny
2018	J	`jnl`	Interpolating Seismic Data With Conditional Generative Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. Dário Augusto Borges Oliveira, Rodrigo S. Ferreira, Reinaldo M. Da Gama e Silva, Emilio Vital Brazil
2017	—	`conf`	Assessing Texture Descriptors for Seismic Image Retrieval. SIBGRAPI Andréa Britto Mattos, Rodrigo S. Ferreira, Reinaldo M. Da Gama e Silva, Mateus Riva, Emilio Vital Brazil
2017	J	`jnl`	DiLight: Digital light table - Inbetweening for 2D animations using guidelines. Comput. Graph. Leonardo Carvalho, Ricardo Marroquim, Emilio Vital Brazil
2016	J	`jnl`	Interactive cutaways of oil reservoirs. Graph. Model. Felipe Moura de Carvalho, Emilio Vital Brazil, Ricardo Guerra Marroquim, Mario Costa Sousa, Antonio A. F. Oliveira
2016	C	`conf`	Multi-scale Evaluation of Texture Features for Salt Dome Detection. ISM Rodrigo da Silva Ferreira, Andréa Britto Mattos, Emilio Vital Brazil, Renato Cerqueira, Marco Ferraz, Sergio Cersósimo
2016	J	`jnl`	The cost of perfection for matchings in graphs. Discret. Appl. Math. Emilio Vital Brazil, Celina M. H. de Figueiredo, Guilherme Dias da Fonseca, Diana Sasaki
2015	—	`conf`	Exploded View Diagrams of 3D Grids. SIBGRAPI Zamir Martins Filho, Emilio Vital Brazil, Mario Costa Sousa
2015	J	`jnl`	Facing the high-dimensions: Inverse projection with radial basis functions. Comput. Graph. Elisa Amorim, Emilio Vital Brazil, Jesús P. Mena-Chalco, Luiz Velho, Luis Gustavo Nonato, Faramarz F. Samavati, Mario Costa Sousa
2015	J	`jnl`	Sketch-based modeling and adaptive meshes. Comput. Graph. Emilio Vital Brazil, Ronan Amorim, Mario Costa Sousa, Luiz Velho, Luiz Henrique de Figueiredo
2014	—	`conf`	3D geological modeling using sketches and annotations from geologic maps. SBIM@Expressive Ronan Amorim, Emilio Vital Brazil, Faramarz F. Samavati, Mario Costa Sousa
2014	—	`conf`	A Sketch-Based Modeling Framework Based on Adaptive Meshes. SIBGRAPI Emilio Vital Brazil, Ronan Amorim, Mario Costa Sousa, Luiz Velho, Luiz Henrique de Figueiredo
2014	J	`jnl`	DASS: Detail Aware Sketch-Based Surface Modeling. CoRR Emilio Vital Brazil
2014	B	`conf`	Multidimensional Projection with Radial Basis Function and Control Points Selection. PacificVis Elisa Amorim, Emilio Vital Brazil, Luis Gustavo Nonato, Faramarz F. Samavati, Mario Costa Sousa
2013	—	`conf`	FractVis: Visualizing Microseismic Events. ISVC (2) Ahmed E. Mostafa, Sheelagh Carpendale, Emilio Vital Brazil, David W. Eaton, Ehud Sharlin, Mario Costa Sousa
2013	—	`conf`	Interacting with microseismic visualizations. CHI Extended Abstracts Ahmed E. Mostafa, Saul Greenberg, Emilio Vital Brazil, Ehud Sharlin, Mario Costa Sousa
2013	—	`conf`	Interacting with microseismic visualizations. CHI Extended Abstracts Ahmed E. Mostafa, Saul Greenberg, Emilio Vital Brazil, Ehud Sharlin, Mario Costa Sousa
2013	B	`conf`	Navigating and annotating 3D geological outcrops through multi-touch interaction. ITS Nicole Sultanum, Emilio Vital Brazil, Mario Costa Sousa
2012	—	`conf`	Sketch Modeling of Seismic Horizons from Uncertainty. SBIM@Expressive Ronan Amorim, Emilio Vital Brazil, Daniel Patel, Mario Costa Sousa
2012	J	`jnl`	The Cost of Perfection for Matchings in Graphs CoRR Emilio Vital Brazil, Guilherme Dias da Fonseca, Celina M. H. de Figueiredo
2012	—	`conf`	iLAMP: Exploring high-dimensional spacing through backward multidimensional projection. IEEE VAST Elisa Portes dos Santos Amorim, Emilio Vital Brazil, Joel Daniels II, Paulo Joia, Luis Gustavo Nonato, Mario Costa Sousa
2011	J	`jnl`	Shape and tone depiction for implicit surfaces. Comput. Graph. Emilio Vital Brazil, Ives Macêdo, Mario Costa Sousa, Luiz Velho, Luiz Henrique de Figueiredo
2011	J	`jnl`	Sketch-based warping of RGBN images. Graph. Model. Thiago Pereira, Emilio Vital Brazil, Ives Macêdo, Mario Costa Sousa, Luiz Henrique de Figueiredo, Luiz Velho
2010	—	`conf`	A few good samples: shape & tone depiction for Hermite RBF implicits. NPAR Emilio Vital Brazil, Ives Macêdo, Mario Costa Sousa, Luiz Velho, Luiz Henrique de Figueiredo
2010	—	`conf`	Sketching Variational Hermite-RBF Implicits. SBIM Emilio Vital Brazil, Ives Macêdo, Mario Costa Sousa, Luiz Henrique de Figueiredo, Luiz Velho
2009	J	`jnl`	A Heuristic Method for Region Reconstruction from Noisy Samples. Int. J. Shape Model. Emilio Vital Brazil, Luiz Henrique de Figueiredo
2009	J	`jnl`	Fluid-based hatching for tone mapping in line illustrations. Vis. Comput. Afonso Paiva, Emilio Vital Brazil, Fabiano Petronetto, Mario Costa Sousa
2006	—	`conf`	Expression Transfer between Photographs through Multilinear AAM's. SIBGRAPI Ives Macêdo, Emilio Vital Brazil, Luiz Velho