- 2024
- Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy V. Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Mido Assran, Nicolas Ballas, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-Wen Li, Ishan Misra, Michael Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jégou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski:
DINOv2: Learning Robust Visual Features without Supervision. Trans. Mach. Learn. Res. 2024 (2024) - Kylliann De Santiago, Marie Szafranski, Christophe Ambroise:
Mixture of multilayer stochastic block models for multiview clustering. CoRR abs/2401.04682 (2024) - Krzysztof Bartosz, Pawel Szafraniec, Jing Zhao:
Convergence of double step scheme for a class of parabolic Clarke subdifferential inclusions. CoRR abs/2401.08656 (2024) - Grzegorz Skorupko, Richard Osuala, Zuzanna Szafranowska, Kaisar Kushibar, Nay Aung, Steffen E. Petersen, Karim Lekadir, Polyxeni Gkontra:
Debiasing Cardiac Imaging with Controlled Latent Diffusion Models. CoRR abs/2403.19508 (2024) - Huy V. Vo, Vasil Khalidov, Timothée Darcet, Théo Moutakanni, Nikita Smetanin, Marc Szafraniec, Hugo Touvron, Camille Couprie, Maxime Oquab, Armand Joulin, Hervé Jégou, Patrick Labatut, Piotr Bojanowski:
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach. CoRR abs/2405.15613 (2024) - 2023
- Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos, Zuzanna Szafranowska, Stefan Klein, Ben Glocker, Oliver Díaz, Karim Lekadir:
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging. Medical Image Anal. 84: 102704 (2023) - Kylliann De Santiago, Marie Szafranski, Christophe Ambroise:
Mixture of stochastic block models for multiview clustering. ESANN 2023 - Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy V. Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Mahmoud Assran, Nicolas Ballas, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-Wen Li, Ishan Misra, Michael G. Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jégou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski:
DINOv2: Learning Robust Visual Features without Supervision. CoRR abs/2304.07193 (2023) - Krzysztof Bartosz, Pawel Szafraniec:
Convergence of a double step scheme for a class of second order Clarke subdifferential inclusions. CoRR abs/2312.15723 (2023) - Krzysztof Bartosz, Pawel Szafraniec:
Discontinuous Virtual Element Method for an elliptic variational inequality of the second kind. CoRR abs/2312.15726 (2023) - 2022
- Ulf Kulau, Jochen Rust, Daniel Szafranski, Martin Drobczyk, Urs-Vito Albrecht:
A Differential BCG Sensor System for Long Term Health Monitoring Experiment on the ISS. DCOSS 2022: 85-92 - Zuzanna Szafranowska, Richard Osuala, Bennet Breier, Kaisar Kushibar, Karim Lekadir, Oliver Díaz:
Sharing Generative Models Instead of Private Data: A Simulation Study on Mammography Patch Classification. CoRR abs/2203.04961 (2022) - 2021
- Krzysztof Bartosz, Pawel Szafraniec, Jing Zhao:
Convergence of a double step scheme for a class of parabolic Clarke subdifferential inclusions☆. Commun. Nonlinear Sci. Numer. Simul. 102: 105940 (2021) - Anna Paleczek, Bartlomiej Szafraniak, Lukasz Fusnik, Andrzej Brudnik, Dominik Grochala, Stanislawa Kluska, Maria Jurzecka-Szymacha, Erwin Maciak, Piotr Kaluzynski, Artur Rydosz:
The Heterostructures of CuO and SnOx for NO2 Detection. Sensors 21(13): 4387 (2021) - Rafal Szafraniec, Tadeusz Stefaniak, Dariusz Harmacinski, Michal Kuczynski:
Inter-Limb Asymmetry in Force Accuracy and Steadiness Changes after a 12-Week Strength Training Program in Young Healthy Men. Symmetry 13(11): 2226 (2021) - Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos, Zuzanna Szafranowska, Stefan Klein, Ben Glocker, Oliver Díaz, Karim Lekadir:
A Review of Generative Adversarial Networks in Cancer Imaging: New Applications, New Solutions. CoRR abs/2107.09543 (2021) - 2020
- Kelly A. Hirko, Jean M. Kerver, Sabrina Ford, Chelsea Szafranski, John Beckett, Chris Kitchen, Andrea L. Wendling:
Telehealth in response to the COVID-19 pandemic: Implications for rural health disparities. J. Am. Medical Informatics Assoc. 27(11): 1816-1818 (2020) - Abdelrahman Abdelhamed, Mahmoud Afifi, Radu Timofte, Michael S. Brown, Yue Cao, Zhilu Zhang, Wangmeng Zuo, Xiaoling Zhang, Jiye Liu, Wendong Chen, Changyuan Wen, Meng Liu, Shuailin Lv, Yunchao Zhang, Zhihong Pan, Baopu Li, Teng Xi, Yanwen Fan, Xiyu Yu, Gang Zhang, Jingtuo Liu, Junyu Han, Errui Ding, Songhyun Yu, Bumjun Park, Jechang Jeong, Shuai Liu, Ziyao Zong, Nan Nan, Chenghua Li, Zengli Yang, Long Bao, Shuangquan Wang, Dongwoon Bai, Jungwon Lee, Youngjung Kim, Kyeongha Rho, Changyeop Shin, Sungho Kim, Pengliang Tang, Yiyun Zhao, Yuqian Zhou, Yuchen Fan, Thomas S. Huang, Zhihao Li, Nisarg A. Shah, Wei Liu, Qiong Yan, Yuzhi Zhao, Marcin Mozejko, Tomasz Latkowski, Lukasz Treszczotko, Michal Szafraniuk, Krzysztof Trojanowski, Yanhong Wu, Pablo Navarrete Michelini, Fengshuo Hu, Yunhua Lu, Sujin Kim, Wonjin Kim, Jaayeon Lee, Jang-Hwan Choi, Magauiya Zhussip, Azamat Khassenov, Jong Hyun Kim, Hwechul Cho, Priya Kansal, Sabari Nathan, Zhangyu Ye, Xiwen Lu, Yaqi Wu, Jiangxin Yang, Yanlong Cao, Siliang Tang, Yanpeng Cao, Matteo Maggioni, Ioannis Marras, Thomas Tanay, Gregory G. Slabaugh, Youliang Yan, Myungjoo Kang, Han-Soo Choi, Kyungmin Song, Shusong Xu, Xiaomu Lu, Tingniao Wang, Chunxia Lei, Bin Liu, Rajat Gupta, Vineet Kumar:
NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results. CVPR Workshops 2020: 2077-2088 - Marcin Mozejko, Tomasz Latkowski, Lukasz Treszczotko, Michal Szafraniuk, Krzysztof Trojanowski:
Superkernel Neural Architecture Search for Image Denoising. CVPR Workshops 2020: 2002-2011 - Natalia Neverova, David Novotný, Marc Szafraniec, Vasil Khalidov, Patrick Labatut, Andrea Vedaldi:
Continuous Surface Embeddings. NeurIPS 2020 - Marcin Mozejko, Tomasz Latkowski, Lukasz Treszczotko, Michal Szafraniuk, Krzysztof Trojanowski:
Superkernel Neural Architecture Search for Image Denoising. CoRR abs/2004.08870 (2020) - Abdelrahman Abdelhamed, Mahmoud Afifi, Radu Timofte, Michael S. Brown, Yun Cao, Zhilu Zhang, Wangmeng Zuo, Xiaoling Zhang, Jiye Liu, Wendong Chen, Changyuan Wen, Meng Liu, Shuailin Lv, Yunchao Zhang, Zhihong Pan, Baopu Li, Teng Xi, Yanwen Fan, Xiyu Yu, Gang Zhang, Jingtuo Liu, Junyu Han, Errui Ding, Songhyun Yu, Bumjun Park, Jechang Jeong, Shuai Liu, Ziyao Zong, Nan Nan, Chenghua Li, Zengli Yang, Long Bao, Shuangquan Wang, Dongwoon Bai, Jungwon Lee, Youngjung Kim, Kyeongha Rho, Changyeop Shin, Sungho Kim, Pengliang Tang, Yiyun Zhao, Yuqian Zhou, Yuchen Fan, Thomas S. Huang, Zhihao Li, Nisarg A. Shah, Wei Liu, Qiong Yan, Yuzhi Zhao, Marcin Mozejko, Tomasz Latkowski, Lukasz Treszczotko, Michal Szafraniuk, Krzysztof Trojanowski, Yanhong Wu, Pablo Navarrete Michelini, Fengshuo Hu, Yunhua Lu, Sujin Kim, Wonjin Kim, Jaayeon Lee, Jang-Hwan Choi, Magauiya Zhussip, Azamat Khassenov, Jong Hyun Kim, Hwechul Cho, Priya Kansal, Sabari Nathan, Zhangyu Ye, Xiwen Lu, Yaqi Wu, Jiangxin Yang, Yanlong Cao, Siliang Tang, Yanpeng Cao, Matteo Maggioni, Ioannis Marras, Thomas Tanay, Gregory G. Slabaugh, Youliang Yan, Myungjoo Kang, Han-Soo Choi, Kyungmin Song, Shusong Xu, Xiaomu Lu, Tingniao Wang, Chunxia Lei, Bin Liu, Rajat Gupta, Vineet Kumar:
NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results. CoRR abs/2005.04117 (2020) - Natalia Neverova, David Novotný, Vasil Khalidov, Marc Szafraniec, Patrick Labatut, Andrea Vedaldi:
Continuous Surface Embeddings. CoRR abs/2011.12438 (2020) - 2018
- Ulf Kulau, Daniel Szafranski, Lars C. Wolf:
Effective but Lightweight Online Selftest for Energy-Constrained WSNs. LCN Workshops 2018: 23-29 - 2017
- Krzysztof Bartosz, David Danan, Pawel Szafraniec:
Numerical analysis of a dynamic bilateral thermoviscoelastic contact problem with nonmonotone friction law. Comput. Math. Appl. 73(5): 727-746 (2017) - 2014
- Zdzislaw Kamont, Anna Szafranska:
Explicit and Implicit Difference Methods for Quasilinear First Order Partial Functional Differential Equations. Comput. Methods Appl. Math. 14(2): 151-175 (2014) - 2010
- Rileen Sinha, Thorsten Lenser, Niels Jahn, Ulrike Gausmann, Swetlana Friedel, Karol Szafranski, Klaus Huse, Philip Rosenstiel, Jochen Hampe, Stefan Schuster, Michael Hiller, Rolf Backofen, Matthias Platzer:
TassDB2 - A comprehensive database of subtle alternative splicing events. BMC Bioinform. 11: 216 (2010) - 2009
- Matthieu Kowalski, Marie Szafranski, Liva Ralaivola:
Multiple indefinite kernel learning with mixed norm regularization. ICML 2009: 545-552 - 2007
- Michael Hiller, Swetlana Nikolajewa, Klaus Huse, Karol Szafranski, Philip Rosenstiel, Stefan Schuster, Rolf Backofen, Matthias Platzer:
TassDB: a database of alternative tandem splice sites. Nucleic Acids Res. 35(Database-Issue): 188-192 (2007) - 2006
- Karol Szafranski, Niels Jahn, Matthias Platzer:
tuple_plot: Fast pairwise nucleotide sequence comparison with noise suppression. Bioinform. 22(15): 1917-1918 (2006)