Souhail Bakkali

According to our database, Souhail Bakkali authored at least 15 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Evaluating the Impact of Khmer Font Types on Text Recognition.

Vannkinh Nom, Souhail Bakkali, Muhammad Muzzamil Luqman, Mickaël Coustaty, Jean-Marc Ogier

CoRR, June, 2025

DocSum: Domain-Adaptive Pre-training for Document Abstractive Summarization.

Phan Phuong Mai Chau, Souhail Bakkali, Antoine Doucet

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

GlobalDoc: A Cross-Modal Vision-Language Framework for Real-World Document Image Retrieval and Classification.

Souhail Bakkali, Sanket Biswas, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol, Oriol Ramos Terrades, Josep Lladós

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

WildKhmerST: A Comprehensive Dataset and Benchmark for Khmer Scene Text Detection and Recognition in the Wild.

Vannkinh Nom, Saly Keo, Souhail Bakkali, Muhammad Muzzamil Luqman, Mickaël Coustaty, Marçal Rossinyol, Jean-Marc Ogier

Proceedings of the Document Analysis and Recognition - ICDAR 2025, 2025

Fusion of GNN and GBDT Models for Graph and Node Classification.

Muhammad Farhan, Nadeem Iqbal Kajla, Malik Daler Ali Awan, Mickaël Coustaty, Muhammad Muzzamil Luqman, Souhail Bakkali

Proceedings of the Graph-Based Representations in Pattern Recognition, 2025

2024

Multimodal Adaptive Inference for Document Image Classification with Anytime Early Exiting.

Omar Hamed, Souhail Bakkali, Matthew B. Blaschko, Sien Moens, Jordy Van Landeghem

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

LLMChain: Blockchain-Based Reputation System for Sharing and Evaluating Large Language Models.

Mouhamed Amine Bouchiha, Quentin Telnoff, Souhail Bakkali, Ronan Champagnat, Mourad Rabah, Mickaël Coustaty, Yacine Ghamri-Doudane

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

KhmerST: A Low-Resource Khmer Scene Text Detection and Recognition Benchmark.

Vannkinh Nom, Souhail Bakkali, Muhammad Muzzamil Luqman, Mickaël Coustaty, Jean-Marc Ogier

Proceedings of the Computer Vision - ACCV 2024, 2024

2023

VLCDoC: Vision-Language contrastive pre-training model for cross-Modal document classification.

Souhail Bakkali, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol, Oriol Ramos Terrades

Pattern Recognit., July, 2023

TransferDoc: A Self-Supervised Transferable Document Representation Learning Model Unifying Vision and Language.

Souhail Bakkali, Sanket Biswas, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol, Oriol Ramos Terrades, Josep Lladós

CoRR, 2023

2022

Multimodal Document Understanding with Unified Vision and Language Cross-Modal Learning. (Apprentissage inter-modal et unifié de la vision et du langage pour la compréhension multimodale des documents).

Souhail Bakkali

PhD thesis, 2022

2021

EAML: ensemble self-attention-based mutual learning network for document image classification.

Souhail Bakkali, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol

Int. J. Document Anal. Recognit., 2021

2020

Cross-Modal Deep Networks For Document Image Classification.

Souhail Bakkali, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol

Proceedings of the IEEE International Conference on Image Processing, 2020

Visual and Textual Deep Feature Fusion for Document Image Classification.

Souhail Bakkali, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Face Detection in Camera Captured Images of Identity Documents Under Challenging Conditions.

Souhail Bakkali, Muhammad Muzzamil Luqman, Zuheng Ming, Jean-Christophe Burie

Proceedings of the 8th International Workshop on Camera-Based Document Analysis and Recognition, 2019