Search Results for author: Aurora Cobo Aguilera

Found 2 papers, 1 papers with code

Regularizing Transformers With Deep Probabilistic Layers

no code implementations23 Aug 2021 Aurora Cobo Aguilera, Pablo Martínez Olmos, Antonio Artés-Rodríguez, Fernando Pérez-Cruz

Language models (LM) have grown with non-stop in the last decade, from sequence-to-sequence architectures to the state-of-the-art and utter attention-based Transformers.

Decoder

Robust Sampling in Deep Learning

1 code implementation4 Jun 2020 Aurora Cobo Aguilera, Antonio Artés-Rodríguez, Fernando Pérez-Cruz, Pablo Martínez Olmos

Deep learning requires regularization mechanisms to reduce overfitting and improve generalization.

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