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Michał Pietruszka
Michał Pietruszka
Jagiellonian University, Snowflake
Verified email at doctoral.uj.edu.pl
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Year
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer
R Powalski, Ł Borchmann, D Jurkiewicz, T Dwojak, M Pietruszka, G Pałka
ICDAR 2021, 2021
1162021
DUE: End-to-End Document Understanding Benchmark
Ł Borchmann, M Pietruszka, T Stanislawek, D Jurkiewicz, M Turski, ...
NeurIPS 2021, 2021
252021
Sparsifying Transformer Models with Trainable Representation Pooling
M Pietruszka, Ł Borchmann, Ł Garncarek
ACL 2022, 8616–8633, 2022
7*2022
From Dataset Recycling to Multi-Property Extraction and Beyond
T Dwojak, M Pietruszka, Ł Borchmann, F Graliński, J Chłędowski
CoNLL 2020, 641-651, 2020
52020
Successive Halving Top-k Operator
M Pietruszka, Ł Borchmann, F Graliński
AAAI 2021, 2020
52020
STable: Table Generation Framework for Encoder-Decoder Models
M Pietruszka, M Turski, Ł Borchmann, T Dwojak, G Pałka, K Szyndler, ...
arXiv preprint arXiv:2206.04045, 2022
42022
Document understanding dataset and evaluation (DUDE)
J Van Landeghem, R Tito, Ł Borchmann, M Pietruszka, P Joziak, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision†…, 2023
32023
ICDAR 2023 Competition on Document UnderstanDing of Everything (DUDE)
J Van Landeghem, R Tito, Ł Borchmann, M Pietruszka, D Jurkiewicz, ...
International Conference on Document Analysis and Recognition, 420-434, 2023
22023
STable Permutation-based Framework for Table Generation in Sequence-to-Sequence Models
M Pietruszka, M Turski, Ł Borchmann, T Dwojak, G Pałka, K Szyndler, ...
ICML 2023 Workshop on Structured Probabilistic Inference {\&} Generative†…, 2023
2023
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