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Michele Alberti
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PCA-initialized deep neural networks applied to document image analysis
M Seuret, M Alberti, M Liwicki, R Ingold
2017 14th IAPR international conference on document analysis and recognition …, 2017
582017
A comprehensive study of imagenet pre-training for historical document image analysis
L Studer, M Alberti, V Pondenkandath, P Goktepe, T Kolonko, A Fischer, ...
2019 International Conference on Document Analysis and Recognition (ICDAR …, 2019
522019
Icdar2017 competition on layout analysis for challenging medieval manuscripts
F Simistira, M Bouillon, M Seuret, M Würsch, M Alberti, R Ingold, M Liwicki
2017 14th IAPR International Conference on Document Analysis and Recognition …, 2017
452017
Combining graph edit distance and triplet networks for offline signature verification
P Maergner, V Pondenkandath, M Alberti, M Liwicki, K Riesen, R Ingold, ...
Pattern Recognition Letters 125, 527-533, 2019
342019
Labeling, cutting, grouping: an efficient text line segmentation method for medieval manuscripts
M Alberti, L Vögtlin, V Pondenkandath, M Seuret, R Ingold, M Liwicki
2019 International Conference on Document Analysis and Recognition (ICDAR …, 2019
292019
Deepdiva: a highly-functional python framework for reproducible experiments
M Alberti, V Pondenkandath, M Würsch, R Ingold, M Liwicki
2018 16th International Conference on Frontiers in Handwriting Recognition …, 2018
272018
Open evaluation tool for layout analysis of document images
M Alberti, M Bouillon, R Ingold, M Liwicki
2017 14th IAPR International Conference on Document Analysis and Recognition …, 2017
272017
Historical document image segmentation with LDA-initialized deep neural networks
M Alberti, M Seuret, V Pondenkandath, R Ingold, M Liwicki
Proceedings of the 4th international workshop on historical document imaging …, 2017
232017
Offline signature verification by combining graph edit distance and triplet networks
P Maergner, V Pondenkandath, M Alberti, M Liwicki, K Riesen, R Ingold, ...
Joint IAPR International Workshops on Statistical Techniques in Pattern …, 2018
202018
Are you tampering with my data?
M Alberti, V Pondenkandath, M Wursch, M Bouillon, M Seuret, R Ingold, ...
Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018
152018
N-light-N: read the friendly manual
M Seuret, M Alberti, M Liwicki
Départment d'informatique Université de Fribourg, 2016
14*2016
Overview of Artificial Intelligence for Card Games and Its Application to the Swiss Game Jass
J Niklaus, M Alberti, V Pondenkandath, R Ingold, M Liwicki
2019 6th Swiss Conference on Data Science (SDS), 25-30, 2019
132019
Historical document synthesis with generative adversarial networks
V Pondenkandath, M Alberti, M Diatta, R Ingold, M Liwicki
2019 International Conference on Document Analysis and Recognition Workshops …, 2019
122019
A pitfall of unsupervised pre-training
M Alberti, M Seuret, R Ingold, M Liwicki
arXiv preprint arXiv:1703.04332, 2017
11*2017
Identifying cross-depicted historical motifs
V Pondenkandath, M Alberti, N Eichenberger, R Ingold, M Liwicki
2018 16th International Conference on Frontiers in Handwriting Recognition …, 2018
102018
Layout analysis and text column segmentation for historical Vietnamese steles
A Scius-Bertrand, L Voegtlin, M Alberti, A Fischer, M Bui
Proceedings of the 5th International Workshop on Historical Document Imaging …, 2019
92019
Improving Reproducible Deep Learning Workflows with DeepDIVA
M Alberti, V Pondenkandath, L Vögtlin, M Würsch, R Ingold, M Liwicki
2019 6th Swiss Conference on Data Science (SDS), 13-18, 2019
62019
Leveraging random label memorization for unsupervised pre-training
V Pondenkandath, M Alberti, S Puran, R Ingold, M Liwicki
arXiv preprint arXiv:1811.01640, 2018
62018
Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks
M Alberti, A Botros, N Schütz, R Ingold, M Liwicki, M Seuret
arXiv preprint arXiv:1911.05045, 2019
42019
Generating synthetic handwritten historical documents with OCR constrained GANs
L Vögtlin, M Drazyk, V Pondenkandath, M Alberti, R Ingold
International Conference on Document Analysis and Recognition, 610-625, 2021
32021
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