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Pedro Martins

3 accepted papers

2024

From Pixels to Metal: AI-Empowered Numismatic Art

IJCAI 2024poster

This paper describes our response to a unique challenge presented by the Portuguese National Press-Mint: to use Artificial Intelligence to design a commemorative coin that celebrates the "digital world". We explain the process of this coin's co-creation, from conceptualisation to production, highlig…

Cited by 4SourcePDFScholar
2023

Optimal Decision Diagrams for Classification

AAAI 2023technical

Decision diagrams for classification have some notable advantages over decision trees, as their internal connections can be determined at training time and their width is not bound to grow exponentially with their depth. Accordingly, decision diagrams are usually less prone to data fragmentation in…

Cited by 18SourcePDFScholar
2015

Beyond the Shortest Path : Unsupervised Domain Adaptation by Sampling Subspaces Along the Spline Flow

CVPR 2015poster

Recently, a particular paradigm [9] in the domain adaptation field has received considerable attention by introducing novel and important insights to the problem. In this case, the source/target domains are represented in the form of subspaces, which are treated as points on the Grassmann manifold.…

Cited by 68SourcePDFScholar