Joan Puigcerver

Neural Comput. Appl., August, 2023

Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution.

[BibT_eX]

[DOI]

Ibrahim M. Alabdulmohsin

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.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Scaling Vision Transformers to 22 Billion Parameters.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Sparsity-Constrained Optimal Transport.

[BibT_eX]

[DOI]

Tianlin Liu

Mathieu Blondel

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

PaLI: A Jointly-Scaled Multilingual Language-Image Model.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Sparse MoEs meet Efficient Ensembles.

[BibT_eX]

[DOI]

James Urquhart Allingham

Balaji Lakshminarayanan

Trans. Mach. Learn. Res., 2022

PaLI: A Jointly-Scaled Multilingual Language-Image Model.

[BibT_eX]

[DOI]

CoRR, 2022

Learning to Merge Tokens in Vision Transformers.

[BibT_eX]

[DOI]

CoRR, 2022

On the Adversarial Robustness of Mixture of Experts.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

CoRR, 2021

Scaling Vision with Sparse Mixture of Experts.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

On Robustness and Transferability of Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Deep Ensembles for Low-Data Transfer Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Big Transfer (BiT): General Visual Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Probabilistic multi-word spotting in handwritten text images.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2019

Large Scale Learning of General Visual Representations for Transfer.

[BibT_eX]

[DOI]

CoRR, 2019

The Visual Task Adaptation Benchmark.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Probabilistic Indexing and Search for Information Extraction on Handwritten German Parish Records.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

Handwritten Text Recognition, Keyword Indexing, and Plain Text Search in Medieval Manuscripts.

[BibT_eX]

[DOI]

Dominique Stutzmann

Christopher Kermorvant

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.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2017

Are Multidimensional Recurrent Layers Really Necessary for Handwritten Text Recognition?

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Théodore Bluche

Sébastien Hamel

Christopher Kermorvant

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.

[BibT_eX]

[DOI]

Alba Garcia Seco de Herrera

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

ICFHR2016 Handwritten Keyword Spotting Competition (H-KWS 2016).

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Overview of the ImageCLEF 2016 Handwritten Scanned Document Retrieval Task.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2016, 2016

General Overview of ImageCLEF at the CLEF 2016 Labs.

[BibT_eX]

[DOI]

Mauricio Villegas

Henning Müller

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

2015

High performance Query-by-Example keyword spotting using Query-by-String techniques.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

ICDAR2015 Competition on Keyword Spotting for Handwritten Documents.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Probabilistic interpretation and improvements to the HMM-filler for handwritten keyword spotting.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

A New Smoothing Method for Lexicon-Based Handwritten Text Keyword Spotting.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014

Word-Graph-Based Handwriting Keyword Spotting of Out-of-Vocabulary Queries.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Word-Graph and Character-Lattice Combination for KWS in Handwritten Documents.

[BibT_eX]

[DOI]