Paulo Villegas

According to our database, Paulo Villegas authored at least 22 papers between 2000 and 2023.

Collaborative distances:

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

2023

StarCoder: may the source be with you!

Raymond Li, Loubna Ben Allal, Yangtian Zi, Niklas Muennighoff, Denis Kocetkov, Chenghao Mou, Marc Marone, Christopher Akiki, Jia Li, Jenny Chim, Qian Liu, Evgenii Zheltonozhskii, Terry Yue Zhuo, Thomas Wang, Olivier Dehaene, Mishig Davaadorj, Joel Lamy-Poirier, João Monteiro, Oleh Shliazhko, Nicolas Gontier, Nicholas Meade, Armel Zebaze, Ming-Ho Yee, Logesh Kumar Umapathi, Jian Zhu, Benjamin Lipkin, Muhtasham Oblokulov, Zhiruo Wang, Rudra Murthy V, Jason T. Stillerman, Siva Sankalp Patel, Dmitry Abulkhanov, Marco Zocca, Manan Dey, Zhihan Zhang, Nour Fahmy, Urvashi Bhattacharyya, Wenhao Yu, Swayam Singh, Sasha Luccioni, Paulo Villegas, Maxim Kunakov, Fedor Zhdanov, Manuel Romero, Tony Lee, Nadav Timor, Jennifer Ding, Claire Schlesinger, Hailey Schoelkopf, Jan Ebert, Tri Dao, Mayank Mishra, Alex Gu, Jennifer Robinson, Carolyn Jane Anderson, Brendan Dolan-Gavitt, Danish Contractor, Siva Reddy, Daniel Fried, Dzmitry Bahdanau, Yacine Jernite, Carlos Muñoz Ferrandis, Sean Hughes, Thomas Wolf, Arjun Guha, Leandro von Werra, Harm de Vries

Trans. Mach. Learn. Res., 2023

SantaCoder: don't reach for the stars!

Loubna Ben Allal, Raymond Li, Denis Kocetkov, Chenghao Mou, Christopher Akiki, Carlos Muñoz Ferrandis, Niklas Muennighoff, Mayank Mishra, Alex Gu, Manan Dey, Logesh Kumar Umapathi, Carolyn Jane Anderson, Yangtian Zi, Joel Lamy-Poirier, Hailey Schoelkopf, Sergey Troshin, Dmitry Abulkhanov, Manuel Romero, Michael Lappert, Francesco De Toni, Bernardo García del Río, Qian Liu, Shamik Bose, Urvashi Bhattacharyya, Terry Yue Zhuo, Ian Yu, Paulo Villegas, Marco Zocca, Sourab Mangrulkar, David Lansky, Huu Nguyen, Danish Contractor, Luis Villa, Jia Li, Dzmitry Bahdanau, Yacine Jernite, Sean Hughes, Daniel Fried, Arjun Guha, Harm de Vries, Leandro von Werra

CoRR, 2023

The ROOTS Search Tool: Data Transparency for LLMs.

Aleksandra Piktus, Christopher Akiki, Paulo Villegas, Hugo Laurençon, Gérard Dupont, Sasha Luccioni, Yacine Jernite, Anna Rogers

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

2022

BERTIN: Efficient Pre-Training of a Spanish Language Model using Perplexity Sampling.

Javier de la Rosa, Eduardo G. Ponferrada, Manu Romero, Paulo Villegas, Pablo González de Prado Salas, María Grandury

Proces. del Leng. Natural, 2022

The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset.

Hugo Laurençon, Lucile Saulnier, Thomas Wang, Christopher Akiki, Albert Villanova del Moral, Teven Le Scao, Leandro von Werra, Chenghao Mou, Eduardo González Ponferrada, Huu Nguyen, Jörg Frohberg, Mario Sasko, Quentin Lhoest, Angelina McMillan-Major, Gérard Dupont, Stella Biderman, Anna Rogers, Loubna Ben Allal, Francesco De Toni, Giada Pistilli, Olivier Nguyen, Somaieh Nikpoor, Maraim Masoud, Pierre Colombo, Javier de la Rosa, Paulo Villegas, Tristan Thrush, Shayne Longpre, Sebastian Nagel, Leon Weber, Manuel Muñoz, Jian Zhu, Daniel van Strien, Zaid Alyafeai, Khalid Almubarak, Minh Chien Vu, Itziar Gonzalez-Dios, Aitor Soroa, Kyle Lo, Manan Dey, Pedro Ortiz Suarez, Aaron Gokaslan, Shamik Bose, David Ifeoluwa Adelani, Long Phan, Hieu Tran, Ian Yu, Suhas Pai, Jenny Chim, Violette Lepercq, Suzana Ilic, Margaret Mitchell, Alexandra Sasha Luccioni, Yacine Jernite

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2017

Erratum to: A model for adapting 3D graphics based on scalable coding, real-time simplification and remote rendering.

Marius Preda, Paulo Villegas, Francisco Morán, Gauthier Lafruit, Robert-Paul Berretty

Vis. Comput., 2017

2010

Music recommendations with temporal context awareness.

Toni Cebrián, Marc Planagumà, Paulo Villegas, Xavier Amatriain

Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

My personal media entertainer: context-adaptive content recommendation and delivery.

Antonietta Spedalieri, Albert Asensio, Helenca Duxans, José Gregorio Escalada, Paulo Villegas

Proceedings of the 2010 ACM Workshop on Social, 2010

2009

Location-Aware Computing, Virtual Networks.

Mark S. Ackerman, Tao Dong, Scott Gifford, Jungwoo Kim, Mark W. Newman, Atul Prakash, Sarah Qidwai, David García, Paulo Villegas, Alejandro Cadenas, Antonio Sánchez-Esguevillas, Javier M. Aguiar, Belén Carro, Sean Mailander, Ronald Schroeter, Marcus Foth, Amiya Bhattacharya, Partha Dasgupta

IEEE Pervasive Comput., 2009

2008

A model for adapting 3D graphics based on scalable coding, real-time simplification and remote rendering.

Marius Preda, Paulo Villegas, Francisco Morán, Gauthier Lafruit, Robert-Paul Berretty

Vis. Comput., 2008

MESH participation to TRECVID2008 HLFE.

Javier Molina, José María Martínez Sanchez, Vasileios Mezaris, Georgios Th. Papadopoulos, Spiros Nikolopoulos, Ioannis Kompatsiaris, Anastasios Dimou, Paulo Villegas, J. Rodríguez-Benito, Eduard Bru, Tomasz Adamek, Giorgos Tolias, Evaggelos Spyrou, Natasa Sofou, Petros Kapsalas, Yannis Avrithis

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Visual scene classification for image and video home content.

Paulo Villegas, Eduard Bru, Blanca Mayayo, Lola Carpio, Eduardo Alonso, Víctor José Ruiz

Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

2007

3D Game Content Distributed Adaptation in Heterogeneous Environments.

Francisco Morán, Marius Preda, Gauthier Lafruit, Paulo Villegas, Robert-Paul Berretty

EURASIP J. Adv. Signal Process., 2007

Recursive partitional-hierarchical clustering for navigation in large media databases.

Angélica Lozano, Paulo Villegas

Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007

Automatic Recommendations for Machine-Assisted Multimedia Annotation: A Knowledge-Mining Approach.

Mónica Díez, Paulo Villegas

Proceedings of the Semantic Multimedia, 2007

Adaptive 3D Content for Multi-Platform On-Line Games.

Francisco Morán, Marius Preda, Gauthier Lafruit, Paulo Villegas, Robert-Paul Berretty

Proceedings of the 2007 International Conference on Cyberworlds, 2007

2006

Personal Navigation in the World of News.

Nikos Sarris, Paulo Villegas, Martin Pinkerneil, Jochen Spangenberg, Jérôme Picault

Proceedings of the Poster and Demo Proceedings of the 1st International Conference on Semantic and Digital Media Technologies, 2006

2004

Perceptually-weighted evaluation criteria for segmentation masks in video sequences.

Paulo Villegas, Xavier Marichal

IEEE Trans. Image Process., 2004

Bringing User Satisfaction to Media Access: The IST BUSMAN Project.

Ebroul Izquierdo, Ivan Damnjanovic, Paulo Villegas, Li-Qun Xu, Stephan Herrmann

Proceedings of the 8th International Conference on Information Visualisation, 2004

A User-Centred System for End-to-End Secure Multimedia Content Delivery: From Content Annotation to Consumer Consumption.

Li-Qun Xu, Paulo Villegas, Mónica Díez, Ebroul Izquierdo, Stephan Herrmann, Vincent Bottreau, Ivan Damnjanovic, Damien Papworth

Proceedings of the Image and Video Retrieval: Third International Conference, 2004

2000

Content-based access to multimedia educational libraries.

Paulo Villegas, Elena Nistal, Isidro Aguado, Miguel Roser, Narciso García, Guillermo Cisneros

Proceedings of the 10th European Signal Processing Conference, 2000

Objective evaluation of segmentation masks in video sequences.

Xavier Marichal, Paulo Villegas

Proceedings of the 10th European Signal Processing Conference, 2000