Romain Beaumont

12 papers A* 3Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Scaling Laws for Robust Comparison of Open Foundation Language-Vision Models and Datasets.
CoRR
Marianna Nezhurina, Tomer Porian, Giovanni Pucceti, Tommie Kerssies, Romain Beaumont, Mehdi Cherti, Jenia Jitsev
2023 A* conf
DataComp: In search of the next generation of multimodal datasets.
NeurIPS
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
2023 J jnl
DataComp: In search of the next generation of multimodal datasets.
CoRR
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 Ratner, Shuran Song, Hannaneh Hajishirzi, Ali Farhadi, Romain Beaumont, Sewoong Oh, Alex Dimakis, Jenia Jitsev, Yair Carmon, Vaishaal Shankar, Ludwig Schmidt
2023 A* conf
Reproducible Scaling Laws for Contrastive Language-Image Learning.
CVPR
Mehdi Cherti, Romain Beaumont, Ross Wightman, Mitchell Wortsman, Gabriel Ilharco, Cade Gordon, Christoph Schuhmann, Ludwig Schmidt, Jenia Jitsev
2022 A* conf
LAION-5B: An open large-scale dataset for training next generation image-text models.
NeurIPS
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
2022 J jnl
LAION-5B: An open large-scale dataset for training next generation image-text models.
CoRR
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
2022 J jnl
Reproducible scaling laws for contrastive language-image learning.
CoRR
Mehdi Cherti, Romain Beaumont, Ross Wightman, Mitchell Wortsman, Gabriel Ilharco, Cade Gordon, Christoph Schuhmann, Ludwig Schmidt, Jenia Jitsev
2021 J jnl
LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs.
CoRR
Christoph Schuhmann, Richard Vencu, Romain Beaumont, Robert Kaczmarczyk, Clayton Mullis, Aarush Katta, Theo Coombes, Jenia Jitsev, Aran Komatsuzaki
2017 — conf
Apprendre des représentations jointes de mots et d'entités pour la désambiguïsation d'entités (Combining Word and Entity Embeddings for Entity Linking).
TALN
José G. Moreno, Romaric Besançon, Romain Beaumont, Eva D'hondt, Anne-Laure Ligozat, Sophie Rosset, Xavier Tannier, Brigitte Grau
2017 — conf
Combining Word and Entity Embeddings for Entity Linking.
ESWC (1)
José G. Moreno, Romaric Besançon, Romain Beaumont, Eva D'hondt, Anne-Laure Ligozat, Sophie Rosset, Xavier Tannier, Brigitte Grau
2015 — conf
Représentation sémantique de questions pour interroger le Web sémantique.
CORIA
Romain Beaumont, Brigitte Grau, Anne-Laure Ligozat
2015 — conf
SemGraphQA@QALD5: LIMSI participation at QALD5@CLEF.
CLEF (Working Notes)
Romain Beaumont, Brigitte Grau, Anne-Laure Ligozat