Romain Beaumont

According to our database, Romain Beaumont authored at least 8 papers between 2015 and 2023.

Collaborative distances:

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

2023

DataComp: In search of the next generation of multimodal datasets.

Samir Yitzhak Gadre, Gabriel Ilharco, Alex Fang, Jonathan Hayase, Georgios Smyrnis, Thao Nguyen, Ryan Marten, Mitchell Wortsman, Dhruba Ghosh, Jieyu Zhang, Eyal Orgad, Rahim Entezari, Giannis Daras, Sarah M. Pratt, Vivek Ramanujan, Yonatan Bitton, Kalyani Marathe, Stephen Mussmann, Richard Vencu, Mehdi Cherti, Ranjay Krishna, Pang Wei Koh, Olga Saukh, Alexander J. Ratner, Shuran Song, Hannaneh Hajishirzi, Ali Farhadi, Romain Beaumont, Sewoong Oh, Alex Dimakis, Jenia Jitsev, Yair Carmon, Vaishaal Shankar, Ludwig Schmidt

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Reproducible Scaling Laws for Contrastive Language-Image Learning.

Mehdi Cherti, Romain Beaumont, Ross Wightman, Mitchell Wortsman, Gabriel Ilharco, Cade Gordon, Christoph Schuhmann, Ludwig Schmidt, Jenia Jitsev

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

LAION-5B: An open large-scale dataset for training next generation image-text models.

Christoph Schuhmann, Romain Beaumont, Richard Vencu, Cade Gordon, Ross Wightman, Mehdi Cherti, Theo Coombes, Aarush Katta, Clayton Mullis, Mitchell Wortsman, Patrick Schramowski, Srivatsa Kundurthy, Katherine Crowson, Ludwig Schmidt, Robert Kaczmarczyk, Jenia Jitsev

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

2021

LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs.

Christoph Schuhmann, Richard Vencu, Romain Beaumont, Robert Kaczmarczyk, Clayton Mullis, Aarush Katta, Theo Coombes, Jenia Jitsev, Aran Komatsuzaki

CoRR, 2021

2017

Apprendre des représentations jointes de mots et d'entités pour la désambiguïsation d'entités (Combining Word and Entity Embeddings for Entity Linking).

José G. Moreno, Romaric Besançon, Romain Beaumont, Eva D'hondt, Anne-Laure Ligozat, Sophie Rosset, Xavier Tannier, Brigitte Grau

Proceedings of the Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles, 2017

Combining Word and Entity Embeddings for Entity Linking.

José G. Moreno, Romaric Besançon, Romain Beaumont, Eva D'hondt, Anne-Laure Ligozat, Sophie Rosset, Xavier Tannier, Brigitte Grau

Proceedings of the Semantic Web - 14th International Conference, 2017

2015

Représentation sémantique de questions pour interroger le Web sémantique.

Romain Beaumont, Brigitte Grau, Anne-Laure Ligozat

Proceedings of the CORIA 2015 - Conférence en Recherche d'Infomations et Applications, 2015

SemGraphQA@QALD5: LIMSI participation at QALD5@CLEF.

Romain Beaumont, Brigitte Grau, Anne-Laure Ligozat

Proceedings of the Working Notes of CLEF 2015, 2015