Search Results for author: Rodrigo Mello

Found 4 papers, 1 papers with code

ELODIN: Naming Concepts in Embedding Spaces

no code implementations7 Mar 2023 Rodrigo Mello, Filipe Calegario, Geber Ramalho

Despite recent advancements, the field of text-to-image synthesis still suffers from lack of fine-grained control.

Image Generation

A Survey on Semi-Supervised Learning for Delayed Partially Labelled Data Streams

no code implementations16 Jun 2021 Heitor Murilo Gomes, Maciej Grzenda, Rodrigo Mello, Jesse Read, Minh Huong Le Nguyen, Albert Bifet

Unlabelled data appear in many domains and are particularly relevant to streaming applications, where even though data is abundant, labelled data is rare.

Active Learning Benchmarking

Ensuring Learning Guarantees on Concept Drift Detection with Statistical Learning Theory

no code implementations24 Jun 2020 Lucas Pagliosa, Rodrigo Mello

Based on this issue, we propose a methodology to address those assumptions in CD scenarios and therefore ensure learning guarantees.

Learning Theory

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