Joan Puigcerver
Joan Puigcerver has 3 papers in our library, in 2021–2022, most of them on Multilingual & cross-lingual NLP, Vision & language; often with Basil Mustafa, Neil Houlsby, Alexander Kolesnikov.
OpenAlex · ORCID · h-index 20 · 60 works · 2,582 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 602 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #3843
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksComputer Vision and Pattern Recognition · 3 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Multilingual & cross-lingual NLP · 1 workVision & language · 1 work
Works by year
2020s
Papers
- PaLI: A Jointly-Scaled Multilingual Language-Image Model (2022 · 371 citations)
PaLI (Pathways Language and Image model), from Google Research, explores how to scale vision-language models so that one network can handle many image, text and multimodal tasks across many languages. - Scaling Vision with Sparse Mixture of Experts (2021 · 128 citations)
Large vision networks are usually dense: each parameter touches every input, so growing capacity drives up compute. - Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints (2022 · 98 citations)
Training large neural networks from random initialization is very expensive, so most practitioners keep reusing a small set of dense models.
All works
- PaLI: A Jointly-Scaled Multilingual Language-Image ModelarXiv:2209.06794Xi Chen, Xiao Wang, Soravit Changpinyo, et al.2022 · 371 citations
- Scaling Vision Transformers to 22 Billion Parameters ↗arXiv:2302.05442 · no summary yetMostafa Dehghani et al.2023 · 217 citations
- Scaling Vision with Sparse Mixture of ExpertsarXiv:2106.05974Carlos Riquelme, Joan Puigcerver, Basil Mustafa, et al.2021 · 128 citations
- Sparse Upcycling: Training Mixture-of-Experts from Dense CheckpointsarXiv:2212.05055Aran Komatsuzaki, Joan Puigcerver, James Lee-Thorp, et al.2022 · 98 citations
Co-authors here
- Basil Mustafa ×3
- Neil Houlsby ×2
- Alexander Kolesnikov
- Andre Susano Pinto
- Aran Komatsuzaki
- Carlos Riquelme
- Daniel Keysers
- Daniel Salz
- James Lee-Thorp
- Joshua Ainslie
- Lucas Beyer
- Maxim Neumann
Cited by
Updated
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