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  • šŸ‘‹ Hi, Iā€™m @joanvelja
  • šŸ‘€ Iā€™m interested in Machine Learning and Artificial Intelligence.
  • šŸŒ± Iā€™m currently learning Julia
  • šŸ’žļø Iā€™m looking to collaborate on any ML project!
  • šŸ“« How to reach me: [email protected]

Joan's Projects

confidently_exiting icon confidently_exiting

Optimizing Predictions: Vocabulary Reduction and Contrastive Decoding in LLMs. Work done as a reserch project for the MSc AI at the University of Amsterdam

fast_robust_early_exit icon fast_robust_early_exit

Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)

feel-it icon feel-it

Sentiment analysis and emotion classification for Italian using BERT (fine-tuning). Published at the WASSA workshop (EACL2021).

labs icon labs

Deep Learning lab notebooks

nougat icon nougat

Implementation of Nougat Neural Optical Understanding for Academic Documents

py-lmdb icon py-lmdb

Universal Python binding for the LMDB 'Lightning' Database

wrongpose-42028 icon wrongpose-42028

WrongPose, a project for the course 42028 - Deep Learning and Convolutional Neural Networks curated by Joan Velja, Jonathan LYS and Javier Sabin-Ulloa.

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