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Guillem Collell

3 papers hereh-index 10653 citations28 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • cs.CR1

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedLearning to Predict: A Fast Re-constructive Method to Generate Multimodal Embeddings

3 citations · 3 across the 1 of their papers we have counts for

collaborators

3 papers

cs.CR2024

Digital Forgetting in Large Language Models: A Survey of Unlearning Methods

Alberto Blanco-Justicia, Najeeb Jebreel, Benet Manzanares +4

The objective of digital forgetting is, given a model with undesirable knowledge or behavior, obtain a new model where the detected issues are no longer present. The motivations fo…

stat.ML2018

Do Neural Network Cross-Modal Mappings Really Bridge Modalities?

Guillem Collell, Marie-Francine Moens

Feed-forward networks are widely used in cross-modal applications to bridge modalities by mapping distributed vectors of one modality to the other, or to a shared space. The predic…

stat.ML2017★ 3 cited

Learning to Predict: A Fast Re-constructive Method to Generate Multimodal Embeddings

Guillem Collell, Teddy Zhang, Marie-Francine Moens

Integrating visual and linguistic information into a single multimodal representation is an unsolved problem with wide-reaching applications to both natural language processing and…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.