RubenBranco

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Ruben Branco RubenBranco

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All things Deep Learning.

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Faculty of Sciences, University of Lisbon
Lisbon, Portugal
14:56 (UTC)
rubenbranco.github.io

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rubenbranco/README.md

I'm a PhD Student at the Faculty of Sciences, University of Lisbon working on generative modelling for longitudinal clinical datasets, with a focus on neurodegenerative diseases.

I am interested in Deep Learning overall, if you would like to collaborate, do reach out :)

📫 How to reach me:

Email in my GitHub Profile
LinkedIn
Website
Google Scholar

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nlx-group/Shortcutted-Commonsense-Reasoning nlx-group/Shortcutted-Commonsense-Reasoning Public

Code for the article "Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning", Outstanding Paper at EMNLP2021

Jupyter Notebook 10
PatientFlow PatientFlow Public

PatientFlow: Generate realistic synthetic longitudinal clinical data using Flow Matching and VAEs.

Jupyter Notebook 1
nlx-group/study-of-commonsense-reasoning nlx-group/study-of-commonsense-reasoning Public

Code and data for Masters Dissertation "A Study of Commonsense Reasoning with Language Models", developed @ NLX-Group, Department of Informatics, Faculty of Sciences, University of Lisbon

Jupyter Notebook 1
nlx-group/WordNetEmbeddings nlx-group/WordNetEmbeddings Public

Obtaining word embeddings from a WordNet ontology

Python 50 7
Pre-Training-is-almost-all-you-Need-for-Commonsense-Reasoning Pre-Training-is-almost-all-you-Need-for-Commonsense-Reasoning Public

An (as efficient as possible) implementation of the paper "Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning"

Python 3 2
msas-pytorch msas-pytorch Public

Implementation of the similarity measure "Multi-Sequence Aggregate Similarity" (MSAS) for evaluating generative models on temporal data, and further extensions, in PyTorch

Python