Search Results for author: David Montero

Found 6 papers, 0 papers with code

Multilevel Hypernode Graphs for Effective and Efficient Entity Linking

no code implementations COLING (TextGraphs) 2022 David Montero, Javier Martínez, Javier Yebes

Information extraction on documents still remains a challenge, especially when dealing with unstructured documents with complex and variable layouts.

Entity Linking

CompactifAI: Extreme Compression of Large Language Models using Quantum-Inspired Tensor Networks

no code implementations25 Jan 2024 Andrei Tomut, Saeed S. Jahromi, Sukhbinder Singh, Faysal Ishtiaq, Cesar Muñoz, Prabdeep Singh Bajaj, Ali Elborady, Gianni Del Bimbo, Mehrazin Alizadeh, David Montero, Pablo Martin-Ramiro, Muhammad Ibrahim, Oussama Tahiri Alaoui, John Malcolm, Samuel Mugel, Roman Orus

Large Language Models (LLMs) such as ChatGPT and LlaMA are advancing rapidly in generative Artificial Intelligence (AI), but their immense size poses significant challenges, such as huge training and inference costs, substantial energy demands, and limitations for on-site deployment.

Model Compression Quantization +1

Boosting Masked Face Recognition with Multi-Task ArcFace

no code implementations20 Apr 2021 David Montero, Marcos Nieto, Peter Leskovsky, Naiara Aginako

Experimental results show that the proposed approach highly boosts the original model accuracy when dealing with masked faces, while preserving almost the same accuracy on the original non-masked datasets.

Data Augmentation Face Recognition

Efficient Large-Scale Face Clustering Using an Online Mixture of Gaussians

no code implementations31 Mar 2021 David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto

In this work, we address the problem of large-scale online face clustering: given a continuous stream of unknown faces, create a database grouping the incoming faces by their identity.

Clustering Face Clustering

Cannot find the paper you are looking for? You can Submit a new open access paper.