Search Results for author: Jonatas Wehrmann

Found 2 papers, 1 papers with code

Language-Agnostic Visual-Semantic Embeddings

1 code implementation ICCV 2019 Jonatas Wehrmann, Douglas M. Souza, Mauricio A. Lopes, Rodrigo C. Barros

The proposed language-invariant textual encoder based on characters is virtually unaffected in terms of storage requirements when novel languages are added to the system.

Cross-Modal Retrieval Retrieval +1

Hierarchical Multi-Label Classification Networks

no code implementations ICML 2018 Jonatas Wehrmann, Ricardo Cerri, Rodrigo Barros

One of the most challenging machine learning problems is a particular case of data classification in which classes are hierarchically structured and objects can be assigned to multiple paths of the class hierarchy at the same time.

General Classification Hierarchical Multi-label Classification +3

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