Mohamed Ali Souibgui

About Mohamed Ali Souibgui

Mohamed Ali Souibgui, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Universidad Autónoma de Barcelona, specializes in the field of Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, Document Analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Machine Unlearning for Document Classification

Privacy-Aware Document Visual Question Answering

An Evaluation of Handwritten Text Recognition Methods for Historical Ciphered Manuscripts

Segmentation-Free Alignment of Arbitrary Symbol Transcripts to Images

Text-diae: A self-supervised degradation invariant autoencoder for text recognition and document enhancement

CSSL-MHTR: Continual Self-Supervised Learning for Scalable Multi-script Handwritten Text Recognition

A User Perspective on HTR Methods for the Automatic Transcription of Rare Scripts: The Case of Codex Runicus

ST-KeyS: Self-Supervised Transformer for Keyword Spotting in Historical Handwritten Documents

Mohamed Ali Souibgui Information

University

Position

Computer Vision Center

Citations(all)

231

Citations(since 2020)

231

Cited By

3

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Mohamed Ali Souibgui Skills & Research Interests

Artificial Intelligence

Machine Learning

Deep Learning

Computer Vision

Document Analysis

Top articles of Mohamed Ali Souibgui

Machine Unlearning for Document Classification

arXiv preprint arXiv:2404.19031

2024/4/29

Privacy-Aware Document Visual Question Answering

arXiv preprint arXiv:2312.10108

2023/12/15

An Evaluation of Handwritten Text Recognition Methods for Historical Ciphered Manuscripts

2023/8/25

Mohamed Ali Souibgui
Mohamed Ali Souibgui

H-Index: 1

Jialuo Chen
Jialuo Chen

H-Index: 5

Segmentation-Free Alignment of Arbitrary Symbol Transcripts to Images

2023/8/15

Mohamed Ali Souibgui
Mohamed Ali Souibgui

H-Index: 1

Jialuo Chen
Jialuo Chen

H-Index: 5

Sanket Biswas
Sanket Biswas

H-Index: 4

Text-diae: A self-supervised degradation invariant autoencoder for text recognition and document enhancement

proceedings of the AAAI conference on artificial intelligence

2023/6/26

CSSL-MHTR: Continual Self-Supervised Learning for Scalable Multi-script Handwritten Text Recognition

arxiv 2303.09347

2023/3/16

Mohamed Ali Souibgui
Mohamed Ali Souibgui

H-Index: 1

Kai Wang
Kai Wang

H-Index: 1

Yuyang Liu
Yuyang Liu

H-Index: 0

A User Perspective on HTR Methods for the Automatic Transcription of Rare Scripts: The Case of Codex Runicus

ACM Journal on Computing and Cultural Heritage

2023/3/14

Mohamed Ali Souibgui
Mohamed Ali Souibgui

H-Index: 1

Asma Bensalah
Asma Bensalah

H-Index: 1

Jialuo Chen
Jialuo Chen

H-Index: 5

ST-KeyS: Self-Supervised Transformer for Keyword Spotting in Historical Handwritten Documents

arXiv preprint arXiv:2303.03127

2023/3/6

Mohamed Ali Souibgui
Mohamed Ali Souibgui

H-Index: 1

A Few Shot Multi-representation Approach for N-Gram Spotting in Historical Manuscripts

2022/11/25

Docentr: An end-to-end document image enhancement transformer

2022/8/21

Few shots are all you need: A progressive learning approach for low resource handwritten text recognition

Pattern Recognition Letters

2022/8/1

Mohamed Ali Souibgui
Mohamed Ali Souibgui

H-Index: 1

Lost in Transcription of Graphic Signs in Ciphers

International Conference on Historical Cryptology

2022/6/9

Mohamed Ali Souibgui
Mohamed Ali Souibgui

H-Index: 1

Jialuo Chen
Jialuo Chen

H-Index: 5

Enhance to read better: a multi-task adversarial network for handwritten document image enhancement

Pattern Recognition

2022/3/1

Mohamed Ali Souibgui
Mohamed Ali Souibgui

H-Index: 1

Document Image Enhancement and Recognition in Low Resource Scenarios: Application to Ciphers and Handwritten Text

2022

Mohamed Ali Souibgui
Mohamed Ali Souibgui

H-Index: 1

One-shot compositional data generation for low resource handwritten text recognition

2022

Unsupervised Alphabet Matching in Historical Encrypted Manuscript Images

International Conference on Historical Cryptology

2021/8/9

Jialuo Chen
Jialuo Chen

H-Index: 5

Mohamed Ali Souibgui
Mohamed Ali Souibgui

H-Index: 1

A few-shot learning approach for historical ciphered manuscript recognition

2021/1/10

Mohamed Ali Souibgui
Mohamed Ali Souibgui

H-Index: 1

Crina Tudor
Crina Tudor

H-Index: 1

A transcription is all you need: Learning to align through attention

2021

Mohamed Ali Souibgui
Mohamed Ali Souibgui

H-Index: 1

Jialuo Chen
Jialuo Chen

H-Index: 5

De-gan: A conditional generative adversarial network for document enhancement

IEEE Transactions on Pattern Analysis and Machine Intelligence

2020/9/7

Mohamed Ali Souibgui
Mohamed Ali Souibgui

H-Index: 1

A Conditional GAN Based Approach for Distorted Camera Captured Documents Recovery

2021

Mohamed Ali Souibgui
Mohamed Ali Souibgui

H-Index: 1

See List of Professors in Mohamed Ali Souibgui University(Universidad Autónoma de Barcelona)

Co-Authors

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