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Joan Puigcerver
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Big transfer (bit): General visual representation learning
A Kolesnikov, L Beyer, X Zhai, J Puigcerver, J Yung, S Gelly, N Houlsby
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
13122020
Pali: A jointly-scaled multilingual language-image model
X Chen, X Wang, S Changpinyo, AJ Piergiovanni, P Padlewski, D Salz, ...
arXiv preprint arXiv:2209.06794, 2022
4622022
Scaling vision with sparse mixture of experts
C Riquelme, J Puigcerver, B Mustafa, M Neumann, R Jenatton, ...
Advances in Neural Information Processing Systems 34, 8583-8595, 2021
3942021
A large-scale study of representation learning with the visual task adaptation benchmark
X Zhai, J Puigcerver, A Kolesnikov, P Ruyssen, C Riquelme, M Lucic, ...
arXiv preprint arXiv:1910.04867, 2019
355*2019
Are multidimensional recurrent layers really necessary for handwritten text recognition?
J Puigcerver
2017 14th IAPR international conference on document analysis and recognition …, 2017
3362017
Scaling vision transformers to 22 billion parameters
M Dehghani, J Djolonga, B Mustafa, P Padlewski, J Heek, J Gilmer, ...
International Conference on Machine Learning, 7480-7512, 2023
3202023
Transforming scholarship in the archives through handwritten text recognition: Transkribus as a case study
G Muehlberger, L Seaward, M Terras, SA Oliveira, V Bosch, M Bryan, ...
Journal of documentation 75 (5), 954-976, 2019
1672019
On robustness and transferability of convolutional neural networks
J Djolonga, J Yung, M Tschannen, R Romijnders, L Beyer, A Kolesnikov, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
1342021
Multimodal contrastive learning with limoe: the language-image mixture of experts
B Mustafa, C Riquelme, J Puigcerver, R Jenatton, N Houlsby
Advances in Neural Information Processing Systems 35, 9564-9576, 2022
1082022
ICFHR2016 handwritten keyword spotting competition (H-KWS 2016)
I Pratikakis, K Zagoris, B Gatos, J Puigcerver, AH Toselli, E Vidal
2016 15th International Conference on Frontiers in Handwriting Recognition …, 2016
622016
Scalable transfer learning with expert models
J Puigcerver, C Riquelme, B Mustafa, C Renggli, AS Pinto, S Gelly, ...
arXiv preprint arXiv:2009.13239, 2020
612020
Preparatory KWS experiments for large-scale indexing of a vast medieval manuscript collection in the HIMANIS project
T Bluche, S Hamel, C Kermorvant, J Puigcerver, D Stutzmann, AH Toselli, ...
2017 14th IAPR international conference on document analysis and recognition …, 2017
582017
ICDAR2015 competition on keyword spotting for handwritten documents
J Puigcerver, AH Toselli, E Vidal
2015 13th International Conference on Document Analysis and Recognition …, 2015
502015
From sparse to soft mixtures of experts
J Puigcerver, C Riquelme, B Mustafa, N Houlsby
arXiv preprint arXiv:2308.00951, 2023
472023
A probabilistic formulation of keyword spotting
J Puigcerver
PhD thesis, 2018
422018
Learning to merge tokens in vision transformers
C Renggli, AS Pinto, N Houlsby, B Mustafa, J Puigcerver, C Riquelme
arXiv preprint arXiv:2202.12015, 2022
382022
Probabilistic indexing and search for information extraction on handwritten german parish records
E Lang, J Puigcerver, AH Toselli, E Vidal
2018 16th International Conference on Frontiers in Handwriting Recognition …, 2018
382018
Sparse upcycling: Training mixture-of-experts from dense checkpoints
A Komatsuzaki, J Puigcerver, J Lee-Thorp, CR Ruiz, B Mustafa, J Ainslie, ...
arXiv preprint arXiv:2212.05055, 2022
352022
Probabilistic multi-word spotting in handwritten text images
AH Toselli, E Vidal, J Puigcerver, E Noya-García
Pattern Analysis and Applications 22, 23-32, 2019
312019
Scaling vision with sparse mixture of experts
CR Ruiz, J Puigcerver, B Mustafa, M Neumann, R Jenatton, AS Pinto, ...
Advances in Neural Information Processing Systems, 2021
252021
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