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Michele Alberti
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A comprehensive study of imagenet pre-training for historical document image analysis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
812019
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
772017
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
602017
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
572019
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
392019
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
372018
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
362017
Offline signature verification by combining graph edit distance and triplet networks
P Maergner, V Pondenkandath, M Alberti, M Liwicki, K Riesen, R Ingold, ...
Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR …, 2018
292018
Historical document image segmentation with LDA-initialized deep neural networks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Proceedings of the 4th international workshop on historical document imaging …, 2017
272017
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
222018
Historical document synthesis with generative adversarial networks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
192019
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
182019
Generating synthetic handwritten historical documents with OCR constrained GANs
L Vögtlin, M Drazyk, V Pondenkandath, M Alberti, R Ingold
Document Analysis and Recognition–ICDAR 2021: 16th International Conference …, 2021
172021
A pitfall of unsupervised pre-training
M Alberti, M Seuret, R Ingold, M Liwicki
arXiv preprint arXiv:1703.04332, 2017
15*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
142018
N-light-N: read the friendly manual
M Seuret, M Alberti, M Liwicki
Départment d'informatique Université de Fribourg, 2016
13*2016
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
122019
Caisar: A platform for characterizing artificial intelligence safety and robustness
J Girard-Satabin, M Alberti, F Bobot, Z Chihani, A Lemesle
arXiv preprint arXiv:2206.03044, 2022
112022
Leveraging random label memorization for unsupervised pre-training
V Pondenkandath, M Alberti, S Puran, R Ingold, M Liwicki
arXiv preprint arXiv:1811.01640, 2018
112018
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
92019
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