Jakub Chledowski

12 papers A* 1B 1Misc 1Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2025 — conf
Meta-Repository of Screening Mammography Classifiers.
MedInfo
Jakub Chledowski, Benjamin Stadnick, Jan Witowski, Vishwaesh Rajiv, Farah E. Shamout, Kyunghyun Cho, Krzysztof J. Geras
2024 J jnl
An Efficient Deep Neural Network to Classify Large 3D Images With Small Objects.
IEEE Trans. Medical Imaging
Jungkyu Park, Jakub Chledowski, Stanislaw Jastrzebski, Jan Witowski, Yanqi Xu, Linda Du, Sushma Gaddam, Eric Kim, Alana Lewin, Ujas Parikh, Anastasia Plaunova, Sardius Chen, Alexandra Millet, James Park, Kristine Pysarenko, Shalin Patel, Julia E. Goldberg, Melanie Wegener, Linda Moy, Laura Heacock, Beatriu Reig, Krzysztof J. Geras
2023 Misc conf
Exploring synthesizing 2D mammograms from 3D digital breast tomosynthesis images.
DICTA
Jakub Chledowski, Jungkyu Park, Krzysztof J. Geras
2022 J jnl
3D-GMIC: an efficient deep neural network to find small objects in large 3D images.
CoRR
Jungkyu Park, Jakub Chledowski, Stanislaw Jastrzebski, Jan Witowski, Yanqi Xu, Linda Du, Sushma Gaddam, Eric Kim, Alana Lewin, Ujas Parikh, Anastasia Plaunova, Sardius Chen, Alexandra Millet, James Park, Kristine Pysarenko, Shalin Patel, Julia E. Goldberg, Melanie Wegener, Linda Moy, Laura Heacock, Beatriu Reig, Krzysztof J. Geras
2021 J jnl
Lessons from the first DBTex Challenge.
Nat. Mach. Intell.
Jungkyu Park, Yoel Shoshan, Robert Martí, Pablo Gómez del Campo, Vadim Ratner, Daniel Khapun, Aviad Zlotnick, Ella Barkan, Flora Gilboa-Solomon, Jakub Chledowski, Jan Witowski, Alexandra Millet, Eric Kim, Alana Lewin, Kristine Pysarenko, Sardius Chen, Julia E. Goldberg, Shalin Patel, Anastasia Plaunova, Melanie Wegener, Stacey Wolfson, Jiyon Lee, Sana Hava, Sindhoora Murthy, Linda Du, Sushma Gaddam, Ujas Parikh, Laura Heacock, Linda Moy, Beatriu Reig, Michal Rosen-Zvi, Krzysztof J. Geras
2021 J jnl
Meta-repository of screening mammography classifiers.
CoRR
Benjamin Stadnick, Jan Witowski, Vishwaesh Rajiv, Jakub Chledowski, Farah E. Shamout, Kyunghyun Cho, Krzysztof J. Geras
2021 A* conf
Robust Learning-Augmented Caching: An Experimental Study.
ICML
Jakub Chledowski, Adam Polak, Bartosz Szabucki, Konrad Tomasz Zolna
2021 J jnl
Robust Learning-Augmented Caching: An Experimental Study.
CoRR
Jakub Chledowski, Adam Polak, Bartosz Szabucki, Konrad Zolna
2021 J jnl
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis.
CoRR
Kangning Liu, Yiqiu Shen, Nan Wu, Jakub Chledowski, Carlos Fernandez-Granda, Krzysztof J. Geras
2020 B conf
From Dataset Recycling to Multi-Property Extraction and Beyond.
CoNLL
Tomasz Dwojak, Michal Pietruszka, Lukasz Borchmann, Jakub Chledowski, Filip Gralinski
2020 J jnl
From Dataset Recycling to Multi-Property Extraction and Beyond.
CoRR
Tomasz Dwojak, Michal Pietruszka, Lukasz Borchmann, Jakub Chledowski, Filip Gralinski
2020 J jnl
On the Multi-Property Extraction and Beyond.
CoRR
Tomasz Dwojak, Michal Pietruszka, Lukasz Borchmann, Filip Gralinski, Jakub Chledowski