Jeffri Murrugarra-Llerena — accepted AI-conference papers

2025

GauCho: Gaussian Distributions with Cholesky Decomposition for Oriented Object Detection

José Henrique Lima Marques, Jeffri Murrugarra-Llerena, Claudio R. Jung

CVPR 2025poster

Oriented Object Detection (OOD) has received increased attention in the past years, being a suitable solution for detecting elongated objects in remote sensing analysis. In particular, using regression loss functions based on Gaussian distributions has become attractive since they yield simple and d…

Cited by 0 Source ↗PDF ↗code ↗Scholar ↗

2022

Improving Embeddings Representations for Comparing Higher Education Curricula: A Use Case in Computing

Jeffri Murrugarra-Llerena, Fernando Alva-Manchego, Nils Murrugarra-LLerena

EMNLP 2022main

We propose an approach for comparing curricula of study programs in higher education. Pre-trained word embeddings are fine-tuned in a study program classification task, where each curriculum is represented by the names and content of its courses. By combining metric learning with a novel course-guid…

Cited by 2 Source ↗PDF ↗code ↗Scholar ↗