Jakub Chledowski

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Breast Cancer Diagnosis

Top Venues

IEEE Trans. Medical Imaging

Nat. Mach. Intell.

Publications

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 Goldberg, Melanie Wegener, Linda Moy, Laura Heacock, Beatriu Reig, Krzysztof J. Geras
An Efficient Deep Neural Network to Classify Large 3D Images With Small Objects. IEEE Trans. Medical Imaging 43 (1) (2024)
Jakub Chledowski, Jungkyu Park, Krzysztof J. Geras
Exploring synthesizing 2D mammograms from 3D digital breast tomosynthesis images. DICTA (2023)
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 Goldberg, Melanie Wegener, Linda Moy, Laura Heacock, Beatriu Reig, Krzysztof J. Geras
3D-GMIC: an efficient deep neural network to find small objects in large 3D images. CoRR (2022)
Jakub Chledowski, Adam Polak, Bartosz Szabucki, Konrad Zolna
Robust Learning-Augmented Caching: An Experimental Study. CoRR (2021)
Benjamin Stadnick, Jan Witowski, Vishwaesh Rajiv, Jakub Chledowski, Farah E. Shamout, Kyunghyun Cho, Krzysztof J. Geras
Meta-repository of screening mammography classifiers. CoRR (2021)
Kangning Liu, Yiqiu Shen, Nan Wu, Jakub Chledowski, Carlos Fernandez-Granda, Krzysztof J. Geras
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis. CoRR (2021)
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 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
Lessons from the first DBTex Challenge. Nat. Mach. Intell. 3 (8) (2021)
Jakub Chledowski, Adam Polak, Bartosz Szabucki, Konrad Tomasz Zolna
Robust Learning-Augmented Caching: An Experimental Study. ICML (2021)
Tomasz Dwojak, Michal Pietruszka, Lukasz Borchmann, Filip Gralinski, Jakub Chledowski
On the Multi-Property Extraction and Beyond. CoRR (2020)
Tomasz Dwojak, Michal Pietruszka, Lukasz Borchmann, Jakub Chledowski, Filip Gralinski
From Dataset Recycling to Multi-Property Extraction and Beyond. CoRR (2020)
Tomasz Dwojak, Michal Pietruszka, Lukasz Borchmann, Jakub Chledowski, Filip Gralinski
From Dataset Recycling to Multi-Property Extraction and Beyond. CoNLL (2020)