Michał Pietruszka

About Michał Pietruszka

Michał Pietruszka, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Uniwersytet Jagiellonski, specializes in the field of deep learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

ICDAR 2023 Competition on Document UnderstanDing of Everything (DUDE)

STable Permutation-based Framework for Table Generation in Sequence-to-Sequence Models

Document understanding dataset and evaluation (DUDE)

Stable: Table generation framework for encoder-decoder models

Sparsifying Transformer Models with Trainable Representation Pooling

DUE: End-to-End Document Understanding Benchmark

Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer

From Dataset Recycling to Multi-Property Extraction and Beyond

Michał Pietruszka Information

University

Position

applica.ai

Citations(all)

188

Citations(since 2020)

188

Cited By

1

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

2

i10Index(since 2020)

2

Email

University Profile Page

Google Scholar

Michał Pietruszka Skills & Research Interests

deep learning

Top articles of Michał Pietruszka

ICDAR 2023 Competition on Document UnderstanDing of Everything (DUDE)

2023/8/19

STable Permutation-based Framework for Table Generation in Sequence-to-Sequence Models

2023/7/28

Michał Pietruszka
Michał Pietruszka

H-Index: 1

Tomasz Dwojak
Tomasz Dwojak

H-Index: 5

Document understanding dataset and evaluation (DUDE)

2023

Stable: Table generation framework for encoder-decoder models

arXiv preprint arXiv:2206.04045

2022/6/8

Michał Pietruszka
Michał Pietruszka

H-Index: 1

Tomasz Dwojak
Tomasz Dwojak

H-Index: 5

Sparsifying Transformer Models with Trainable Representation Pooling

2022/5

Michał Pietruszka
Michał Pietruszka

H-Index: 1

DUE: End-to-End Document Understanding Benchmark

2021/8/19

Michał Pietruszka
Michał Pietruszka

H-Index: 1

Filip Graliński
Filip Graliński

H-Index: 6

Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer

Document Analysis and Recognition -- ICDAR 2021

2021/2/18

Tomasz Dwojak
Tomasz Dwojak

H-Index: 5

Michał Pietruszka
Michał Pietruszka

H-Index: 1

From Dataset Recycling to Multi-Property Extraction and Beyond

2020/11

Successive Halving Top-k Operator

2020/10/8

Michał Pietruszka
Michał Pietruszka

H-Index: 1

Filip Graliński
Filip Graliński

H-Index: 6

See List of Professors in Michał Pietruszka University(Uniwersytet Jagiellonski)

Co-Authors

academic-engine