Ekta Vats

Exploiting the Asymmetric Uncertainty Structure of Pre-trained VLMs on the Unit Hypersphere

Ju, Li; Andersson, Max; Fredriksson, Stina; Glöckner, Edward et al.

2025

The Significance of Script Proportions in the Medieval Swedish Charter Script

Mårtensson, Lasse; Vats, Ekta; Hast, Anders

Part of Arkiv för nordisk filologi, p. 135-162, 2025

• DOI for The Significance of Script Proportions in the Medieval Swedish Charter Script

Uncovering the Handwritten Text in the Margins: End-to-end Handwritten Text Detection and Recognition

Cheng, Liang; Frankemölle, Jonas; Axelsson, Adam; Vats, Ekta

Part of Proceedings of the 8th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (LaTeCH-CLfL 2024), p. 111-120, 2024

• DOI for Uncovering the Handwritten Text in the Margins: End-to-end Handwritten Text Detection and Recognition

Paired Image to Image Translation for Strikethrough Removal from Handwritten Words

Heil, Raphaela; Vats, Ekta; Hast, Anders

Part of DOCUMENT ANALYSIS SYSTEMS, DAS 2022, p. 309-322, 2022

• DOI for Paired Image to Image Translation for Strikethrough Removal from Handwritten Words

AttentionHTR: Handwritten Text Recognition Based on Attention Encoder-Decoder Networks

Kass, Dmitrijs; Vats, Ekta

Part of DOCUMENT ANALYSIS SYSTEMS, DAS 2022, p. 507-522, 2022

• DOI for AttentionHTR: Handwritten Text Recognition Based on Attention Encoder-Decoder Networks

Strikethrough Removal from Handwritten Words Using CycleGANs

Heil, Raphaela; Vats, Ekta; Hast, Anders

Part of Document Analysis and Recognition -- ICDAR 2021, p. 572-586, 2021

• DOI for Strikethrough Removal from Handwritten Words Using CycleGANs

Training-Free and Segmentation-Free Word Spotting using Feature Matching and Query Expansion

Vats, Ekta; Hast, Anders; Fornés, Alicia

Part of Proc. 15th International Conference on Document Analysis and Recognition, 2019

Learning surrogate models of document image quality metrics for automated document image processing

Singh, Prashant; Vats, Ekta; Hast, Anders

Part of Proc. 13th IAPR International Workshop on Document Analysis Systems, p. 67-72, 2018

• DOI for Learning surrogate models of document image quality metrics for automated document image processing

Automatic document image binarization using Bayesian optimization

Vats, Ekta; Hast, Anders; Singh, Prashant

Part of Proc. 4th International Workshop on Historical Document Imaging and Processing, p. 89-94, 2017

• DOI for Automatic document image binarization using Bayesian optimization

Exploiting the Asymmetric Uncertainty Structure of Pre-trained VLMs on the Unit Hypersphere

Ju, Li; Andersson, Max; Fredriksson, Stina; Glöckner, Edward et al.

2025

The Significance of Script Proportions in the Medieval Swedish Charter Script

Mårtensson, Lasse; Vats, Ekta; Hast, Anders

Part of Arkiv för nordisk filologi, p. 135-162, 2025

• DOI for The Significance of Script Proportions in the Medieval Swedish Charter Script

Uncovering the Handwritten Text in the Margins: End-to-end Handwritten Text Detection and Recognition

Cheng, Liang; Frankemölle, Jonas; Axelsson, Adam; Vats, Ekta

Part of Proceedings of the 8th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (LaTeCH-CLfL 2024), p. 111-120, 2024

• DOI for Uncovering the Handwritten Text in the Margins: End-to-end Handwritten Text Detection and Recognition

Automatic classification of historical texts using a BERT model: News about wild berries, 1860-1910

La Mela, Matti; Vats, Ekta

Part of Book of Abstracts, DH Benelux 2023, May 31-June 2, Brussels, Belgium, p. 1-4, 2023

• DOI for Automatic classification of historical texts using a BERT model: News about wild berries, 1860-1910

Paired Image to Image Translation for Strikethrough Removal from Handwritten Words

Heil, Raphaela; Vats, Ekta; Hast, Anders

Part of DOCUMENT ANALYSIS SYSTEMS, DAS 2022, p. 309-322, 2022

• DOI for Paired Image to Image Translation for Strikethrough Removal from Handwritten Words

The Significance of Script Proportions in the Medieval Swedish Charter Script

Mårtensson, Lasse; Vats, Ekta; Hast, Anders

Part of Arkiv för nordisk filologi, p. 135-162, 2025

• DOI for The Significance of Script Proportions in the Medieval Swedish Charter Script

The Significance of Script Proportions in the Medieval Swedish Script

Mårtensson, Lasse; Vats, Ekta; Hast, Anders

Part of Arkiv för nordisk filologi, p. 135-162, 2021

• DOI for The Significance of Script Proportions in the Medieval Swedish Script

Word Recognition using Embedded Prototype Subspace Classifiers on a new Imbalanced Dataset

Hast, Anders; Vats, Ekta

Part of Journal of WSCG, p. 39-47, 2021

• DOI for Word Recognition using Embedded Prototype Subspace Classifiers on a new Imbalanced Dataset

In search of the scribe: Letter spotting as a tool for identifying scribes in large handwritten text corpora

Mårtensson, Lasse; Vats, Ekta; Hast, Anders; Fornés, Alicia

Part of Human IT, p. 95-120, 2019

Radial line Fourier descriptor for historical handwritten text representation

Hast, Anders; Vats, Ekta

Part of Journal of WSCG, p. 31-40, 2018

• DOI for Radial line Fourier descriptor for historical handwritten text representation

Exploiting the Asymmetric Uncertainty Structure of Pre-trained VLMs on the Unit Hypersphere

Ju, Li; Andersson, Max; Fredriksson, Stina; Glöckner, Edward et al.

2025

Uncovering the Handwritten Text in the Margins: End-to-end Handwritten Text Detection and Recognition

Cheng, Liang; Frankemölle, Jonas; Axelsson, Adam; Vats, Ekta

Part of Proceedings of the 8th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (LaTeCH-CLfL 2024), p. 111-120, 2024

• DOI for Uncovering the Handwritten Text in the Margins: End-to-end Handwritten Text Detection and Recognition

Automatic classification of historical texts using a BERT model: News about wild berries, 1860-1910

La Mela, Matti; Vats, Ekta

Part of Book of Abstracts, DH Benelux 2023, May 31-June 2, Brussels, Belgium, p. 1-4, 2023

• DOI for Automatic classification of historical texts using a BERT model: News about wild berries, 1860-1910

Paired Image to Image Translation for Strikethrough Removal from Handwritten Words

Heil, Raphaela; Vats, Ekta; Hast, Anders

Part of DOCUMENT ANALYSIS SYSTEMS, DAS 2022, p. 309-322, 2022

• DOI for Paired Image to Image Translation for Strikethrough Removal from Handwritten Words

AttentionHTR: Handwritten Text Recognition Based on Attention Encoder-Decoder Networks

Kass, Dmitrijs; Vats, Ekta

Part of DOCUMENT ANALYSIS SYSTEMS, DAS 2022, p. 507-522, 2022

• DOI for AttentionHTR: Handwritten Text Recognition Based on Attention Encoder-Decoder Networks

Strikethrough Removal from Handwritten Words Using CycleGANs

Heil, Raphaela; Vats, Ekta; Hast, Anders

Part of Document Analysis and Recognition -- ICDAR 2021, p. 572-586, 2021

• DOI for Strikethrough Removal from Handwritten Words Using CycleGANs

Embedded Prototype Subspace Classification: A subspace learning framework

Hast, Anders; Lind, Mats; Vats, Ekta

Part of Computer Analysis of Images and Patterns, CAIP 2019, PT II, p. 581-592, 2019

• DOI for Embedded Prototype Subspace Classification: A subspace learning framework

Training-Free and Segmentation-Free Word Spotting using Feature Matching and Query Expansion

Vats, Ekta; Hast, Anders; Fornés, Alicia

Part of Proc. 15th International Conference on Document Analysis and Recognition, 2019

Subspace Learning and Classification

Hast, Anders; Lind, Mats; Vats, Ekta

Part of Proc. 3rd Swedish Symposium on Deep Learning, 2019

Creating an Atlas over Handwritten Script Signs

Hast, Anders; Mårtensson, Lasse; Vats, Ekta; Heil, Raphaela

Part of Digital Humanities in the Nordic Countries, 2019

Making large collections of handwritten material easily accessible and searchable

Hast, Anders; Cullhed, Per; Vats, Ekta; Abrate, Matteo

Part of Digital Libraries, p. 18-28, 2019

• DOI for Making large collections of handwritten material easily accessible and searchable

Extracting script features from a large corpus of handwritten documents

Vats, Ekta; Hast, Anders; Mårtensson, Lasse

Part of Digital Humanities in the Nordic Countries, 2018

Word Spotting in Historical Handwritten Manuscripts using Capsule Networks

Heil, Raphaela; Vats, Ekta; Hast, Anders

2018

Exploring the Applicability of Capsule Networks for WordSpotting in Historical Handwritten Manuscripts

Heil, Raphaela; Vats, Ekta; Hast, Anders

2018

Radial line Fourier descriptor for historical handwritten text representation

Hast, Anders; Vats, Ekta

Part of Proc. 26th International Conference on Computer Graphics, 2018

Learning surrogate models of document image quality metrics for automated document image processing

Singh, Prashant; Vats, Ekta; Hast, Anders

Part of Proc. 13th IAPR International Workshop on Document Analysis Systems, p. 67-72, 2018

• DOI for Learning surrogate models of document image quality metrics for automated document image processing

An intelligent user interface for efficient semi-automatic transcription of historical handwritten documents

Hast, Anders; Vats, Ekta

Part of Proc. 23rd International Conference on Intelligent User Interfaces Companion, 2018

• DOI for An intelligent user interface for efficient semi-automatic transcription of historical handwritten documents

TexT – Text extractor tool for handwritten document transcription and annotation

Hast, Anders; Cullhed, Per; Vats, Ekta

Part of Digital Libraries and Multimedia Archives, p. 81-92, 2018

• DOI for TexT – Text extractor tool for handwritten document transcription and annotation

On-the-fly historical handwritten text annotation

Vats, Ekta; Hast, Anders

Part of Proc. 14th IAPR International Conference on Document Analysis and Recognition, p. 10-14, 2017

• DOI for On-the-fly historical handwritten text annotation

Automatic document image binarization using Bayesian optimization

Vats, Ekta; Hast, Anders; Singh, Prashant

Part of Proc. 4th International Workshop on Historical Document Imaging and Processing, p. 89-94, 2017

• DOI for Automatic document image binarization using Bayesian optimization

Epistemic Uncertainty Quantification for Pre-trained VLMs via Riemannian Flow Matching

Ju, Li; Nautiyal, Mayank; Hellander, Andreas; Vats, Ekta et al.

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