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README

This repository contains the work performed for research projects in the interval 2018-2023.

List of Research Projects

1. /HDAG: Hierarchical Directed Acyclic Graphs

  • Year: 2018
  • Topic: Machine Learning, Computer Vision, Algorithms
  • Application: Hierarchical segmentation of graphical interfaces for Document Object Model reconstruction

2. /RLM: Relational List Manipulation

  • Years: 2019, 2022, 2023
  • Topic: Machine Learning, Program Induction
  • Application: Compositionality of relational operations in neural networks

3. /RPROG: Relational Programming

  • Years: 2021, 2022, 2023
  • Topic: Machine Learning, Computer Vision, Program Induction
  • Application: Relational reasoning in deep learning: a parallel between solving visual and programming tasks

About

Research experiments: ICML 2018 NAMPI Poster, Masters Thesis 2019, Masters Thesis 2021-2022

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