Joan Puigcerver

Orcid: 0000-0002-1926-2233

According to our database1, Joan Puigcerver authored at least 41 papers between 2014 and 2024.

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Bibliography

2024
Routers in Vision Mixture of Experts: An Empirical Study.
CoRR, 2024

2023
Lexicon-based probabilistic indexing of handwritten text images.
Neural Comput. Appl., August, 2023

From Sparse to Soft Mixtures of Experts.
CoRR, 2023

Scaling Vision Transformers to 22 Billion Parameters.
CoRR, 2023

Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective.
Proceedings of the International Conference on Machine Learning, 2023


Sparsity-Constrained Optimal Transport.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

PaLI: A Jointly-Scaled Multilingual Language-Image Model.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Sparse MoEs meet Efficient Ensembles.
Trans. Mach. Learn. Res., 2022

PaLI: A Jointly-Scaled Multilingual Language-Image Model.
CoRR, 2022

Learning to Merge Tokens in Vision Transformers.
CoRR, 2022

On the Adversarial Robustness of Mixture of Experts.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Which Model to Transfer? Finding the Needle in the Growing Haystack.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
A Probabilistic Framework for Lexicon-based Keyword Spotting in Handwritten Text Images.
CoRR, 2021

Scaling Vision with Sparse Mixture of Experts.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Scalable Transfer Learning with Expert Models.
Proceedings of the 9th International Conference on Learning Representations, 2021

On Robustness and Transferability of Convolutional Neural Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Deep Ensembles for Low-Data Transfer Learning.
CoRR, 2020

Big Transfer (BiT): General Visual Representation Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Probabilistic multi-word spotting in handwritten text images.
Pattern Anal. Appl., 2019

Large Scale Learning of General Visual Representations for Transfer.
CoRR, 2019

The Visual Task Adaptation Benchmark.
CoRR, 2019

2018
Probabilistic Indexing and Search for Information Extraction on Handwritten German Parish Records.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Handwritten Text Recognition, Keyword Indexing, and Plain Text Search in Medieval Manuscripts.
Proceedings of the 13th Annual International Conference of the Alliance of Digital Humanities Organizations, 2018

2017
Querying out-of-vocabulary words in lexicon-based keyword spotting.
Neural Comput. Appl., 2017

Are Multidimensional Recurrent Layers Really Necessary for Handwritten Text Recognition?
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Preparatory KWS Experiments for Large-Scale Indexing of a Vast Medieval Manuscript Collection in the HIMANIS Project.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

2016
Two Methods to Improve Confidence Scores for Lexicon-Free Word Spotting in Handwritten Text.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

ICFHR2016 Handwritten Keyword Spotting Competition (H-KWS 2016).
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Overview of the ImageCLEF 2016 Handwritten Scanned Document Retrieval Task.
Proceedings of the Working Notes of CLEF 2016, 2016


2015
High performance Query-by-Example keyword spotting using Query-by-String techniques.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Context-aware lattice based filler approach for key word spotting in handwritten documents.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

ICDAR2015 Competition on Keyword Spotting for Handwritten Documents.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Probabilistic interpretation and improvements to the HMM-filler for handwritten keyword spotting.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

A New Smoothing Method for Lexicon-Based Handwritten Text Keyword Spotting.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014
Word-Graph-Based Handwriting Keyword Spotting of Out-of-Vocabulary Queries.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Word-Graph and Character-Lattice Combination for KWS in Handwritten Documents.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014


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