Lei Kang

According to our database, Lei Kang authored at least 29 papers between 2018 and 2026.

Collaborative distances:

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

2026

SIMI: Self-information Mining Network for Low-light Image Enhancement.

Xuanshuo Fu, Lei Kang, Javier Vazquez-Corral

CoRR, May, 2026

Reading in the Dark: Low-light Scene Text Recognition.

Xuanshuo Fu, Lei Kang, Ernest Valveny, Dimosthenis Karatzas, Javier Vazquez-Corral

CoRR, April, 2026

Learning to Decipher from Pixels - A Case Study of Copiale.

Lei Kang, Giuseppe De Gregorio, Raphaela Heil, Alicia Fornés, Beáta Megyesi

CoRR, April, 2026

SALMUBench: A Benchmark for Sensitive Association-Level Multimodal Unlearning.

Cai Selvas-Sala, Lei Kang, Lluis Gomez

CoRR, March, 2026

Diffusion-Based Low-Light Image Enhancement with Color and Luminance Priors.

Xuanshuo Fu, Lei Kang, Javier Vazquez-Corral

CoRR, March, 2026

Preserving privacy without compromising accuracy: Machine unlearning for handwritten text recognition.

Lei Kang, Xuanshuo Fu, Lluís Gómez, Alicia Fornés, Ernest Valveny, Dimosthenis Karatzas

Pattern Recognit., 2026

2025

xLSTM-ECG: Multi-label ECG Classification via Feature Fusion with xLSTM.

Lei Kang, Xuanshuo Fu, Javier Vazquez-Corral, Ernest Valveny, Dimosthenis Karatzas

CoRR, April, 2025

NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA.

Marlon Tobaben, Mohamed Ali Souibgui, Rubèn Tito, Khanh Nguyen, Raouf Kerkouche, Kangsoo Jung, Joonas Jälkö, Lei Kang, Andrey Barsky, Vincent Poulain D'Andecy, Aurélie Joseph, Aashiq Muhamed, Kevin Kuo, Virginia Smith, Yusuke Yamasaki, Takumi Fukami, Kenta Niwa, Iifan Tyou, Hiro Ishii, Rio Yokota, Ragul N, Rintu Kutum, Josep Lladós, Ernest Valveny, Antti Honkela, Mario Fritz, Dimosthenis Karatzas

Trans. Mach. Learn. Res., 2025

AVIR: Adaptive Visual In-Document Retrieval for Efficient Multi-Page Document Question Answering.

Zongmin Li, Yachuan Li, Lei Kang, Dimosthenis Karatzas, Wenkang Ma

Proceedings of the 7th ACM International Conference on Multimedia in Asia, 2025

LLM-Driven Medical Document Analysis: Enhancing Trustworthy Pathology and Differential Diagnosis.

Lei Kang, Xuanshuo Fu, Oriol Ramos Terrades, Javier Vazquez-Corral, Ernest Valveny, Dimosthenis Karatzas

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

Position-Aware Stamp-Like Adversarial Attack for Document Classification.

Qi Dong, Lei Kang, Maura Pintor, Dimosthenis Karatzas

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

GAN-Based Content-Conditioned Generation of Handwritten Musical Symbols.

Gerard Asbert, Pau Torras, Lei Kang, Alicia Fornés, Josep Lladós

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

Mitigating Distribution Bias in Multimodal Datasets via Clustering-Based Curation.

Mustapha El Aichouni, Lluís Gómez, Lei Kang

Proceedings of the Pattern Recognition and Image Analysis - 12th Iberian Conference, 2025

2024

Privacy-Aware Document Visual Question Answering.

Rubèn Tito, Khanh Nguyen, Marlon Tobaben, Raouf Kerkouche, Mohamed Ali Souibgui, Kangsoo Jung, Joonas Jälkö, Vincent Poulain D'Andecy, Aurélie Joseph, Lei Kang, Ernest Valveny, Antti Honkela, Mario Fritz, Dimosthenis Karatzas

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

Multi-page Document Visual Question Answering Using Self-attention Scoring Mechanism.

Lei Kang, Rubèn Tito, Ernest Valveny, Dimosthenis Karatzas

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

Machine Unlearning for Document Classification.

Lei Kang, Mohamed Ali Souibgui, Fei Yang, Lluís Gómez, Ernest Valveny, Dimosthenis Karatzas

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

GRIF-DM: Generation of Rich Impression Fonts Using Diffusion Models.

Lei Kang, Fei Yang, Kai Wang, Mohamed Ali Souibgui, Lluís Gómez, Alicia Fornés, Ernest Valveny, Dimosthenis Karatzas

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Multi-page Document VQA with Recurrent Memory Transformer.

Qi Dong, Lei Kang, Dimosthenis Karatzas

Proceedings of the Document Analysis Systems - 16th IAPR International Workshop, 2024

2023

Privacy-Aware Document Visual Question Answering.

Rubèn Tito, Khanh Nguyen, Marlon Tobaben, Raouf Kerkouche, Mohamed Ali Souibgui, Kangsoo Jung, Lei Kang, Ernest Valveny, Antti Honkela, Mario Fritz, Dimosthenis Karatzas

CoRR, 2023

Learning Robust Self-Attention Features for Speech Emotion Recognition with Label-Adaptive Mixup.

Lei Kang, Lichao Zhang, Dazhi Jiang

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Pay attention to what you read: Non-recurrent handwritten text-Line recognition.

Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas

Pattern Recognit., 2022

Content and Style Aware Generation of Text-Line Images for Handwriting Recognition.

Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas

IEEE Trans. Pattern Anal. Mach. Intell., 2022

2021

Candidate fusion: Integrating language modelling into a sequence-to-sequence handwritten word recognition architecture.

Lei Kang, Pau Riba, Mauricio Villegas, Alicia Fornés, Marçal Rusiñol

Pattern Recognit., 2021

On the Integration of Language Models into Sequence to Sequence Architectures for Handwritten Music Recognition.

Pau Torras, Arnau Baró, Lei Kang, Alicia Fornés

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

2020

Unsupervised Adaptation for Synthetic-to-Real Handwritten Word Recognition.

Lei Kang, Marçal Rusiñol, Alicia Fornés, Pau Riba, Mauricio Villegas

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Distilling Content from Style for Handwritten Word Recognition.

Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas

Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images.

Lei Kang, Pau Riba, Yaxing Wang, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Unsupervised Writer Adaptation for Synthetic-to-Real Handwritten Word Recognition.

Lei Kang, Marçal Rusiñol, Alicia Fornés, Pau Riba, Mauricio Villegas

CoRR, 2019

2018

Convolve, Attend and Spell: An Attention-based Sequence-to-Sequence Model for Handwritten Word Recognition.

Lei Kang, Juan Ignacio Toledo, Pau Riba, Mauricio Villegas, Alicia Fornés, Marçal Rusiñol

Proceedings of the Pattern Recognition - 40th German Conference, 2018