Souhail Bakkali

25 papers A 1B 2Journal 12Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
Cross-Lingual Learning for Low-Resource Khmer Scene Text Detection and Recognition.
ICDAR (Workshops 2)
Vannkinh Nom, Saly Keo, Souhail Bakkali, Muhammad Muzzamil Luqman, Mickaël Coustaty, Jean-Marc Ogier
2025 — conf
DocSum: Domain-Adaptive Pre-training for Document Abstractive Summarization.
WACV (Workshops)
Phan Phuong Mai Chau, Souhail Bakkali, Antoine Doucet
2025 J jnl
Evaluating the Impact of Khmer Font Types on Text Recognition.
CoRR
Vannkinh Nom, Souhail Bakkali, Muhammad Muzzamil Luqman, Mickaël Coustaty, Jean-Marc Ogier
2025 — conf
Fusion of GNN and GBDT Models for Graph and Node Classification.
GbRPR
Muhammad Farhan, Nadeem Iqbal Kajla, Malik Daler Ali Awan, Mickaël Coustaty, Muhammad Muzzamil Luqman, Souhail Bakkali
2025 A conf
GlobalDoc: A Cross-Modal Vision-Language Framework for Real-World Document Image Retrieval and Classification.
WACV
Souhail Bakkali, Sanket Biswas, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol, Oriol Ramos Terrades, Josep Lladós
2025 J jnl
Hybrid Retrieval-Augmented Generation for Robust Multilingual Document Question Answering.
CoRR
Anthony Mudet, Souhail Bakkali
2025 — conf
Visual Text Generation in Khmer Language: Challenges and Trends with Diffusion Models.
ICDAR (Workshops 2)
Saly Keo, Vannkinh Nom, Souhail Bakkali, Muhammad Muzzamil Luqman, Mickaël Coustaty, Jean-Marc Ogier
2025 — conf
WildKhmerST: A Comprehensive Dataset and Benchmark for Khmer Scene Text Detection and Recognition in the Wild.
ICDAR (5)
Vannkinh Nom, Saly Keo, Souhail Bakkali, Muhammad Muzzamil Luqman, Mickaël Coustaty, Marçal Rossinyol, Jean-Marc Ogier
2024 J jnl
DocSum: Domain-Adaptive Pre-training for Document Abstractive Summarization.
CoRR
Phan Phuong Mai Chau, Souhail Bakkali, Antoine Doucet
2024 — conf
KhmerST: A Low-Resource Khmer Scene Text Detection and Recognition Benchmark.
ACCV (5)
Vannkinh Nom, Souhail Bakkali, Muhammad Muzzamil Luqman, Mickaël Coustaty, Jean-Marc Ogier
2024 J jnl
KhmerST: A Low-Resource Khmer Scene Text Detection and Recognition Benchmark.
CoRR
Vannkinh Nom, Souhail Bakkali, Muhammad Muzzamil Luqman, Mickaël Coustaty, Jean-Marc Ogier
2024 B conf
LLMChain: Blockchain-Based Reputation System for Sharing and Evaluating Large Language Models.
COMPSAC
Mouhamed Amine Bouchiha, Quentin Telnoff, Souhail Bakkali, Ronan Champagnat, Mourad Rabah, Mickaël Coustaty, Yacine Ghamri-Doudane
2024 J jnl
LLMChain: Blockchain-based Reputation System for Sharing and Evaluating Large Language Models.
CoRR
Mouhamed Amine Bouchiha, Quentin Telnoff, Souhail Bakkali, Ronan Champagnat, Mourad Rabah, Mickaël Coustaty, Yacine Ghamri-Doudane
2024 — conf
Multimodal Adaptive Inference for Document Image Classification with Anytime Early Exiting.
ICDAR (4)
Omar Hamed, Souhail Bakkali, Matthew B. Blaschko, Sien Moens, Jordy Van Landeghem
2024 J jnl
Multimodal Adaptive Inference for Document Image Classification with Anytime Early Exiting.
CoRR
Omar Hamed, Souhail Bakkali, Marie-Francine Moens, Matthew B. Blaschko, Jordy Van Landeghem
2023 J jnl
EAML: Ensemble Self-Attention-based Mutual Learning Network for Document Image Classification.
CoRR
Souhail Bakkali, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol
2023 J jnl
TransferDoc: A Self-Supervised Transferable Document Representation Learning Model Unifying Vision and Language.
CoRR
Souhail Bakkali, Sanket Biswas, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol, Oriol Ramos Terrades, Josep Lladós
2023 J jnl
VLCDoC: Vision-Language contrastive pre-training model for cross-Modal document classification.
Pattern Recognit.
Souhail Bakkali, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol, Oriol Ramos Terrades
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
2022 J jnl
VLCDoC: Vision-Language Contrastive Pre-Training Model for Cross-Modal Document Classification.
CoRR
Souhail Bakkali, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol, Oriol Ramos Terrades
2021 J jnl
EAML: ensemble self-attention-based mutual learning network for document image classification.
Int. J. Document Anal. Recognit.
Souhail Bakkali, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol
2020 B conf
Cross-Modal Deep Networks For Document Image Classification.
ICIP
Souhail Bakkali, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol
2020 — conf
Visual and Textual Deep Feature Fusion for Document Image Classification.
CVPR Workshops
Souhail Bakkali, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol
2019 — conf
Face Detection in Camera Captured Images of Identity Documents Under Challenging Conditions.
CBDAR@ICDAR
Souhail Bakkali, Muhammad Muzzamil Luqman, Zuheng Ming, Jean-Christophe Burie
2019 J jnl
Face Detection in Camera Captured Images of Identity Documents under Challenging Conditions.
CoRR
Souhail Bakkali, Zuheng Ming, Muhammad Muzzamil Luqman, Jean-Christophe Burie