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Employment (1)

Computer Vision Center: Cerdanyola del Vallès, ES

2023-06 to present
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Source: Self-asserted source
Lei Kang

Works (15)

Machine Unlearning for Document Classification

2024 | Book chapter
DOI: 10.1007/978-3-031-70546-5_6
Contributors: Lei Kang; Mohamed Ali Souibgui; Fei Yang; Lluis Gomez; Ernest Valveny; Dimosthenis Karatzas
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Multi-page Document Visual Question Answering Using Self-attention Scoring Mechanism

2024 | Book chapter
DOI: 10.1007/978-3-031-70552-6_13
Contributors: Lei Kang; Rubèn Tito; Ernest Valveny; Dimosthenis Karatzas
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Multi-page Document VQA with Recurrent Memory Transformer

2024 | Book chapter
DOI: 10.1007/978-3-031-70442-0_4
Contributors: Qi Dong; Lei Kang; Dimosthenis Karatzas
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Privacy-Aware Document Visual Question Answering

International Conference on Document Analysis and Recognition
2024 | Conference paper
DOI: 10.1007/978-3-031-70552-6_12
Part of ISBN: 9783031705519
Part of ISBN: 9783031705526
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Rubèn Tito; Khanh Nguyen; Marlon Tobaben; Raouf Kerkouche; Mohamed Ali Souibgui; Kangsoo Jung; Joonas Jälkö; Vincent Poulain D’Andecy; Aurelie Joseph; Lei Kang et al.
Source: Self-asserted source
Lei Kang

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

European Conference on Artificial Intelligence
2024-10-16 | Conference paper
DOI: 10.3233/faia240492
Part of ISBN: 9781643685489
Part of ISSN: 0922-6389
Part of ISSN: 1879-8314
Contributors: Lei Kang; Fei Yang; Kai Wang; Mohamed Ali Souibgui; Lluis Gomez; Alicia Fornés; Ernest Valveny; Dimosthenis Karatzas
Source: Self-asserted source
Lei Kang

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

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
2023-06-04 | Conference paper
DOI: 10.1109/icassp49357.2023.10095611
Contributors: Lei Kang; Lichao Zhang; Dazhi Jiang
Source: Self-asserted source
Lei Kang

Improving Handwritten Music Recognition through Language Model Integration

4th International Workshop on Reading Music Systems
2022 | Conference paper
Contributors: Torras, Pau; Baró, Arnau; Fornés, Alicia; Kang, Lei
Source: Self-asserted source
Lei Kang

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

IEEE Transactions on Pattern Analysis and Machine Intelligence
2022-12-01 | Journal article | Author
DOI: 10.1109/tpami.2021.3122572
Part of ISSN: 0162-8828
Part of ISSN: 2160-9292
Part of ISSN: 1939-3539
Contributors: Lei Kang; Pau Riba; Marçal Rusiñol; Alicia Fornes; Mauricio Villegas
Source: Self-asserted source
Lei Kang
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Pay attention to what you read: Non-recurrent handwritten text-Line recognition

Pattern Recognition
2022-09 | Journal article
DOI: 10.1016/j.patcog.2022.108766
Part of ISSN: 0031-3203
Contributors: Lei Kang; Pau Riba; Marçal Rusiñol; Alicia Fornés; Mauricio Villegas
Source: Self-asserted source
Lei Kang

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

ISMIR
2021 | Conference paper
Contributors: Torras, Pau; Baró, Arnau; Kang, Lei; Fornés, Alicia
Source: Self-asserted source
Lei Kang

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

Pattern Recognition
2021-04 | Journal article
DOI: 10.1016/j.patcog.2020.107790
Part of ISSN: 0031-3203
Contributors: Lei Kang; Pau Riba; Mauricio Villegas; Alicia Fornés; Marçal Rusiñol
Source: Self-asserted source
Lei Kang

GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images

Computer Vision – ECCV 2020
2020 | Book chapter
DOI: 10.1007/978-3-030-58592-1_17
Part of ISBN: 9783030585914
Part of ISBN: 9783030585921
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Lei Kang; Pau Riba; Yaxing Wang; Marçal Rusiñol; Alicia Fornés; Mauricio Villegas
Source: Self-asserted source
Lei Kang

Distilling Content from Style for Handwritten Word Recognition

2020 17th International Conference on Frontiers in Handwriting Recognition (ICFHR)
2020-09 | Conference paper
DOI: 10.1109/icfhr2020.2020.00035
Contributors: Lei Kang; Pau Riba; Marcal Rusinol; Alicia Fornes; Mauricio Villegas
Source: Self-asserted source
Lei Kang

Unsupervised Adaptation for Synthetic-to-Real Handwritten Word Recognition

2020 IEEE Winter Conference on Applications of Computer Vision (WACV)
2020-03 | Conference paper
DOI: 10.1109/wacv45572.2020.9093392
ISBN: 9781728165530
Source: Self-asserted source
Lei Kang

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

Lecture Notes in Computer Science
2019 | Book chapter
DOI: 10.1007/978-3-030-12939-2_32
Part of ISBN: 9783030129385
Part of ISBN: 9783030129392
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Lei Kang
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