Multi-scale texture recognition systems with reduced cost: A case study on forest species
- Paulo Cavalin
- Marcelo N. Kapp
- et al.
- 2017
- SMC 2017
Bio
Paulo Cavalin is a Research Scientist of the Conversational Intelligence Group, at IBM Research - Brazil, conducting both theoretical and applied research in Machine Learning, with particular focus on Natural Language Processing problems such as text classification and machine translation for conversational systems. Currently he is working with Foundation Models, focusing on understand their applicability for endangered, very-low-resource, languages such as Brazilian Indigenous Languages.
He holds a Ph.D. degree in Automated Production Engineering/Computer Science from École de Technologie Supérieure (ETS) - Université du Québec, Montreal (QC) - Canada, obtained in 2011, and 15+ years of experience in research in AI-related areas such as Machine Learning, Pattern Recognition, Computer Vision, and Social Data Analytics.
He is also an author of dozens of peer-reviewed scientific papers and an inventor of several patents. A detailed list of can be found at Google Scholar profile.
Publications
Deep features for breast cancer histopathological image classification
- Fabio A. Spanhol
- Paulo Cavalin
- et al.
- 2017
- SMC 2017
A Review of Texture Classification Methods and Databases
- Paulo Cavalin
- Luiz S. Oliveira
- 2017
- SIBGRAPI-T 2017
Using distributed representations for semantic similarity and entailment recognition
- Luciano Barbosa
- Paulo Cavalin
- et al.
- 2016
- Linguamatica
An adaptive multi-level framework for forest species recognition
- Paulo Cavalin
- Marcelo N. Kapp
- et al.
- 2015
- BRACIS 2015
Transfer learning between texture classification tasks using Convolutional Neural Networks
- Luiz G. Hafemann
- Luiz S. Oliveira
- et al.
- 2015
- IJCNN 2015
A scalable architecture for real-time analysis of microblogging data
- Paulo Cavalin
- Maíra Gatti
- et al.
- 2015
- IBM J. Res. Dev
Handling big data on agent-based modeling of Online Social Networks with MapReduce
- Maira A. De C. Gatti
- Marcos R. Vieira
- et al.
- 2014
- WSC 2014
Forest species recognition using deep convolutional neural networks
- Luiz G. Hafemann
- Luiz S. Oliveira
- et al.
- 2014
- ICPR 2014
Automatic forest species recognition based on multiple feature sets
- Marcelo N. Kapp
- Rodrigo Bloot
- et al.
- 2014
- IJCNN 2014
Patents
- TW
- I814394
- US
- 11677692
- US
- 11562028
- CN
- ZL201880049711.4
- US
- 11238100
- US
- 11216768
- JP
- 7002633
- US
- 11194966
- US
- 10990882
- US
- 10977489
Projects
Conversational Intelligence
Exploring AI-based conversational systems in a human-centered approach
Top collaborators
CS
Claudio Santos Pinhanez
Principal Research Scientist, Conversational Intelligence, STSM
Hd
Heloisa Candello
Senior Research Scientist