Lei Kang

39 papers A 2B 2Misc 2Journal 23Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
AVIR: Adaptive Visual In-Document Retrieval for Efficient Multi-Page Document Question Answering.
CoRR
Zongmin Li, Yachuan Li, Lei Kang, Dimosthenis Karatzas, Wenkang Ma
2026 J jnl
Diffusion-Based Low-Light Image Enhancement with Color and Luminance Priors.
CoRR
Xuanshuo Fu, Lei Kang, Javier Vazquez-Corral
2026 J jnl
Preserving privacy without compromising accuracy: Machine unlearning for handwritten text recognition.
Pattern Recognit.
Lei Kang, Xuanshuo Fu, Lluís Gómez, Alicia Fornés, Ernest Valveny, Dimosthenis Karatzas
2026 J jnl
SALMUBench: A Benchmark for Sensitive Association-Level Multimodal Unlearning.
CoRR
Cai Selvas-Sala, Lei Kang, Lluis Gomez
2025 — conf
AVIR: Adaptive Visual In-Document Retrieval for Efficient Multi-Page Document Question Answering.
MMAsia
Zongmin Li, Yachuan Li, Lei Kang, Dimosthenis Karatzas, Wenkang Ma
2025 — conf
GAN-Based Content-Conditioned Generation of Handwritten Musical Symbols.
ICDAR (Workshops 2)
Gerard Asbert, Pau Torras, Lei Kang, Alicia Fornés, Josep Lladós
2025 J jnl
GAN-based Content-Conditioned Generation of Handwritten Musical Symbols.
CoRR
Gerard Asbert, Pau Torras, Lei Kang, Alicia Fornés, Josep Lladós
2025 — conf
LLM-Driven Medical Document Analysis: Enhancing Trustworthy Pathology and Differential Diagnosis.
ICDAR (3)
Lei Kang, Xuanshuo Fu, Oriol Ramos Terrades, Javier Vazquez-Corral, Ernest Valveny, Dimosthenis Karatzas
2025 J jnl
LLM-Driven Medical Document Analysis: Enhancing Trustworthy Pathology and Differential Diagnosis.
CoRR
Lei Kang, Xuanshuo Fu, Oriol Ramos Terrades, Javier Vazquez-Corral, Ernest Valveny, Dimosthenis Karatzas
2025 Misc conf
Mitigating Distribution Bias in Multimodal Datasets via Clustering-Based Curation.
IbPRIA
Mustapha El Aichouni, Lluís Gómez, Lei Kang
2025 J jnl
NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA.
Trans. Mach. Learn. Res.
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
2025 — conf
Position-Aware Stamp-Like Adversarial Attack for Document Classification.
ICDAR (4)
Qi Dong, Lei Kang, Maura Pintor, Dimosthenis Karatzas
2025 J jnl
Preserving Privacy Without Compromising Accuracy: Machine Unlearning for Handwritten Text Recognition.
CoRR
Lei Kang, Xuanshuo Fu, Lluís Gómez, Alicia Fornés, Ernest Valveny, Dimosthenis Karatzas
2025 J jnl
xLSTM-ECG: Multi-label ECG Classification via Feature Fusion with xLSTM.
CoRR
Lei Kang, Xuanshuo Fu, Javier Vazquez-Corral, Ernest Valveny, Dimosthenis Karatzas
2024 A conf
GRIF-DM: Generation of Rich Impression Fonts Using Diffusion Models.
ECAI
Lei Kang, Fei Yang, Kai Wang, Mohamed Ali Souibgui, Lluís Gómez, Alicia Fornés, Ernest Valveny, Dimosthenis Karatzas
2024 J jnl
GRIF-DM: Generation of Rich Impression Fonts using Diffusion Models.
CoRR
Lei Kang, Fei Yang, Kai Wang, Mohamed Ali Souibgui, Lluís Gómez, Alicia Fornés, Ernest Valveny, Dimosthenis Karatzas
2024 — conf
Machine Unlearning for Document Classification.
ICDAR (4)
Lei Kang, Mohamed Ali Souibgui, Fei Yang, Lluís Gómez, Ernest Valveny, Dimosthenis Karatzas
2024 J jnl
Machine Unlearning for Document Classification.
CoRR
Lei Kang, Mohamed Ali Souibgui, Fei Yang, Lluís Gómez, Ernest Valveny, Dimosthenis Karatzas
2024 J jnl
Multi-Page Document Visual Question Answering using Self-Attention Scoring Mechanism.
CoRR
Lei Kang, Rubèn Tito, Ernest Valveny, Dimosthenis Karatzas
2024 B conf
Multi-page Document VQA with Recurrent Memory Transformer.
DAS
Qi Dong, Lei Kang, Dimosthenis Karatzas
2024 — conf
Multi-page Document Visual Question Answering Using Self-attention Scoring Mechanism.
ICDAR (6)
Lei Kang, Rubèn Tito, Ernest Valveny, Dimosthenis Karatzas
2024 J jnl
NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA.
CoRR
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
2024 — conf
Privacy-Aware Document Visual Question Answering.
ICDAR (6)
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
2023 Misc conf
Learning Robust Self-Attention Features for Speech Emotion Recognition with Label-Adaptive Mixup.
ICASSP
Lei Kang, Lichao Zhang, Dazhi Jiang
2023 J jnl
Learning Robust Self-attention Features for Speech Emotion Recognition with Label-adaptive Mixup.
CoRR
Lei Kang, Lichao Zhang, Dazhi Jiang
2023 J jnl
Privacy-Aware Document Visual Question Answering.
CoRR
Rubèn Tito, Khanh Nguyen, Marlon Tobaben, Raouf Kerkouche, Mohamed Ali Souibgui, Kangsoo Jung, Lei Kang, Ernest Valveny, Antti Honkela, Mario Fritz, Dimosthenis Karatzas
2022 J jnl
Content and Style Aware Generation of Text-Line Images for Handwriting Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
2022 J jnl
Content and Style Aware Generation of Text-line Images for Handwriting Recognition.
CoRR
Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
2022 J jnl
Pay attention to what you read: Non-recurrent handwritten text-Line recognition.
Pattern Recognit.
Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
2021 J jnl
Candidate fusion: Integrating language modelling into a sequence-to-sequence handwritten word recognition architecture.
Pattern Recognit.
Lei Kang, Pau Riba, Mauricio Villegas, Alicia Fornés, Marçal Rusiñol
2021 — conf
On the Integration of Language Models into Sequence to Sequence Architectures for Handwritten Music Recognition.
ISMIR
Pau Torras, Arnau Baró, Lei Kang, Alicia Fornés
2020 B conf
Distilling Content from Style for Handwritten Word Recognition.
ICFHR
Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
2020 — conf
GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images.
ECCV (23)
Lei Kang, Pau Riba, Yaxing Wang, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
2020 J jnl
GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images.
CoRR
Lei Kang, Pau Riba, Yaxing Wang, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
2020 J jnl
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition.
CoRR
Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
2020 A conf
Unsupervised Adaptation for Synthetic-to-Real Handwritten Word Recognition.
WACV
Lei Kang, Marçal Rusiñol, Alicia Fornés, Pau Riba, Mauricio Villegas
2019 J jnl
Candidate Fusion: Integrating Language Modelling into a Sequence-to-Sequence Handwritten Word Recognition Architecture.
CoRR
Lei Kang, Pau Riba, Mauricio Villegas, Alicia Fornés, Marçal Rusiñol
2019 J jnl
Unsupervised Writer Adaptation for Synthetic-to-Real Handwritten Word Recognition.
CoRR
Lei Kang, Marçal Rusiñol, Alicia Fornés, Pau Riba, Mauricio Villegas
2018 — conf
Convolve, Attend and Spell: An Attention-based Sequence-to-Sequence Model for Handwritten Word Recognition.
GCPR
Lei Kang, Juan Ignacio Toledo, Pau Riba, Mauricio Villegas, Alicia Fornés, Marçal Rusiñol