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Modeling 3D Surface Manifolds with a Locally Conditioned Atlas


Feb 11, 2021
Przemysław Spurek, Sebastian Winczowski, Maciej Zięba, Tomasz Trzciński, Kacper Kania


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HyperPocket: Generative Point Cloud Completion


Feb 11, 2021
Przemysław Spurek, Artur Kasymov, Marcin Mazur, Diana Janik, Sławomir Tadeja, Łukasz Struski, Jacek Tabor, Tomasz Trzciński


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BinPlay: A Binary Latent Autoencoder for Generative Replay Continual Learning


Nov 25, 2020
Kamil Deja, Paweł Wawrzyński, Daniel Marczak, Wojciech Masarczyk, Tomasz Trzciński


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Representing Point Clouds with Generative Conditional Invertible Flow Networks


Oct 07, 2020
Michał Stypułkowski, Kacper Kania, Maciej Zamorski, Maciej Zięba, Tomasz Trzciński, Jan Chorowski


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Spontaneous preterm birth prediction using convolutional neural networks


Aug 21, 2020
Tomasz Włodarczyk, Szymon Płotka, Przemysław Rokita, Nicole Sochacki-Wójcicka, Jakub Wójcicki, Michał Lipa, Tomasz Trzciński

* Accepted at MICCAI Workshop on Perinatal, Preterm and Paediatric Image analysis (PIPPI) 2020, Lima, Peru 

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HyperFlow: Representing 3D Objects as Surfaces


Jun 15, 2020
Przemysław Spurek, Maciej Zięba, Jacek Tabor, Tomasz Trzciński


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End-to-end Sinkhorn Autoencoder with Noise Generator


Jun 11, 2020
Kamil Deja, Jan Dubiński, Piotr Nowak, Sandro Wenzel, Tomasz Trzciński


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Understanding the robustness of deep neural network classifiers for breast cancer screening


Mar 23, 2020
Witold Oleszkiewicz, Taro Makino, Stanisław Jastrzębski, Tomasz Trzciński, Linda Moy, Kyunghyun Cho, Laura Heacock, Krzysztof J. Geras

* Accepted as a workshop paper at AI4AH, ICLR 2020 

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Hypernetwork approach to generating point clouds


Feb 10, 2020
Przemysław Spurek, Sebastian Winczowski, Jacek Tabor, Maciej Zamorski, Maciej Zięba, Tomasz Trzciński


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Estimation of preterm birth markers with U-Net segmentation network


Aug 24, 2019
Tomasz Włodarczyk, Szymon Płotka, Tomasz Trzciński, Przemysław Rokita, Nicole Sochacki-Wójcicka, Michał Lipa, Jakub Wójcicki

* Accepted at MICCAI Workshop on Perinatal, Preterm and Paediatric Image analysis (PIPPI) 2019 

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Comixify: Transform video into a comics


Dec 09, 2018
Maciej Pęśko, Adam Svystun, Paweł Andruszkiewicz, Przemysław Rokita, Tomasz Trzciński

* 14 pages. arXiv admin note: substantial text overlap with arXiv:1809.01726 

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Adversarial Autoencoders for Generating 3D Point Clouds


Nov 19, 2018
Maciej Zamorski, Maciej Zięba, Rafał Nowak, Wojciech Stokowiec, Tomasz Trzciński

* 9 pages, 8 figures 

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Neural Comic Style Transfer: Case Study


Sep 11, 2018
Maciej Pęśko, Tomasz Trzciński

* 10 pages 

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What Looks Good with my Sofa: Multimodal Search Engine for Interior Design


Jan 08, 2018
Ivona Tautkute, Aleksandra Możejko, Wojciech Stokowiec, Tomasz Trzciński, Łukasz Brocki, Krzysztof Marasek

* Proceedings of the 2017 Federated Conference on Computer Science and Information Systems 
* FEDCSIS 5th Conference on Multimedia, Interaction, Design and Innovation (MIDI), 2017 

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Speaker Diarization using Deep Recurrent Convolutional Neural Networks for Speaker Embeddings


Sep 15, 2017
Pawel Cyrta, Tomasz Trzciński, Wojciech Stokowiec


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