David Montero

According to our database, David Montero authored at least 12 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

Andrei Tomut, Saeed S. Jahromi, Sukhbinder Singh, Faysal Ishtiaq, César 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

CoRR, 2024

2023

Multi-camera BEV video-surveillance system for efficient monitoring of social distancing.

David Montero, Nerea Aranjuelo, Peter Leskovský, Estíbaliz Loyo, Marcos Nieto, Naiara Aginako

Multim. Tools Appl., September, 2023

Lessons Learned From Cloudsen12 Dataset: Identifying Incorrect Annotations in Cloud Semantic Segmentation Datasets.

Cesar Aybar, David Montero, Gonzalo Mateo-García, Luis Gómez-Chova

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Efficient large-scale face clustering using an online Mixture of Gaussians.

David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto

Eng. Appl. Artif. Intell., 2022

Boosting Masked Face Recognition with Multi-Task ArcFace.

David Montero, Marcos Nieto, Peter Leskovský, Naiara Aginako

Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

Combining Graph and Recurrent Networks for Efficient and Effective Segment Tagging.

David Montero, J. Javier Yebes

Proceedings of the Learning on Graphs Conference, 2022

2021

eemont: A Python package that extends Google Earth Engine.

David Montero

J. Open Source Softw., 2021

Learning to Automatically Catch Potholes in Worldwide Road Scene Images.

J. Javier Yebes, David Montero, Ignacio Arriola

IEEE Intell. Transp. Syst. Mag., 2021

Multi-Stage Dynamic Batching and On-Demand I-Vector Clustering for Cost-effective Video Surveillance.

David Montero, Luis Unzueta, Jon Goenetxea, Nerea Aranjuelo, Estíbaliz Loyo, Oihana Otaegui, Marcos Nieto

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Accurate 3D Object Detection from Point Cloud Data using Bird's Eye View Representations.

Nerea Aranjuelo, Guus Engels, David Montero, Marcos Nieto, Ignacio Arganda-Carreras, Luis Unzueta, Oihana Otaegui

Proceedings of the 13th International Joint Conference on Computational Intelligence, 2021

MFR 2021: Masked Face Recognition Competition.

Fadi Boutros, Naser Damer, Jan Niklas Kolf, Kiran B. Raja, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper, Pengcheng Fang, Chao Zhang, Fei Wang, David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel, Asaki Kataoka, Kohei Ichikawa, Shizuma Kubo, Jie Zhang, Mingjie He, Dan Han, Shiguang Shan, Klemen Grm, Vitomir Struc, Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka, Pedro C. Neto, Ana Filipa Sequeira, João Ribeiro Pinto, Mohsen Saffari, Jaime S. Cardoso

Proceedings of the International IEEE Joint Conference on Biometrics, 2021

2019

BEV Object Tracking for LIDAR-based Ground Truth Generation.

David Montero, Nerea Aranjuelo, Orti Senderos, Marcos Nieto

Proceedings of the 27th European Signal Processing Conference, 2019