Marcin Kurdziel

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 18

Top Topics

Multilayer Perceptron

Top Venues

Concurr. Comput. Pract. Exp.

Publications

Michal Jamroz, Marcin Kurdziel
Neural Representations Reveal Distinct Modes of Class Fitting in Residual Convolutional Networks. AAAI (2023)
Mohamad Soubra, Marek Kisiel-Dorohinicki, Marcin Kurdziel, Marek Zachara
Incident Detection with Pruned Residual Multilayer Perceptron Networks. FedCSIS (2023)
Michal Jamroz, Marcin Kurdziel
Neural Representations Reveal Distinct Modes of Class Fitting in Residual Convolutional Networks. CoRR (2022)
Stanislaw Kazmierczak, Zofia Juszka, Rafal Wojciech Grzeszczuk, Marcin Kurdziel, Vaska Vandevska-Radunovic, Piotr Fudalej, Jacek Mandziuk
Prediction of the Facial Growth Direction: Regression Perspective. ICONIP (7) (2022)
Mateusz Paciorek, Adrian Klusek, Piotr Wawryka, Michal Kosowski, Andrzej Piechowicz, Julia Plewa, Marek Powroznik, Wojciech Wach, Bartosz Rakoczy, Aleksander Byrski, Marcin Kurdziel, Wojciech Turek
Effective Car Collision Detection with Mobile Phone Only. ICCS (6) (2021)
Rafal Wojciech Grzeszczuk, Marcin Kurdziel
Monte Carlo Winning Tickets. ICCS (2) (2021)
Michal Jamroz, Marcin Kurdziel, Mateusz Opala
A Bayesian Nonparametrics View into Deep Representations. NeurIPS (2020)
Marcin Kurdziel, Krzysztof Boryczko
Neighbor-rank densities for non-metric data. Pattern Recognit. Lett. 128 (2019)
Mateusz Paciorek, Piotr Wawryka, Adrian Klusek, Przemyslaw Kalawski, Michal Kosowski, Andrzej Piechowicz, Julia Plewa, Marek Powroznik, Michal Sledz, Aleksander Byrski, Marcin Kurdziel, Wojciech Turek
Active Safety for Individual and Connected Vehicles using Mobile Phone Only. MoMM (2019)
Piotr Iwo Wójcik, Marcin Kurdziel
Training neural networks on high-dimensional data using random projection. Pattern Anal. Appl. 22 (3) (2019)
Karol Grzegorczyk, Marcin Kurdziel
Disambiguated skip-gram model. EMNLP (2018)
Adrian Klusek, Marcin Kurdziel, Mateusz Paciorek, Piotr Wawryka, Wojciech Turek
Driver Profiling by Using LSTM Networks with Kalman Filtering. Intelligent Vehicles Symposium (2018)
Karol Grzegorczyk, Marcin Kurdziel
Binary Paragraph Vectors. Rep4NLP@ACL (2017)
Piotr Iwo Wójcik, Marcin Kurdziel
Random projection initialization for deep neural networks. ESANN (2017)
Karol Grzegorczyk, Marcin Kurdziel, Piotr Iwo Wójcik
Encouraging orthogonality between weight vectors in pretrained deep neural networks. Neurocomputing 202 (2016)
Karol Grzegorczyk, Marcin Kurdziel
Binary Paragraph Vectors. CoRR (2016)
Karol Grzegorczyk, Marcin Kurdziel, Piotr Iwo Wójcik
Implementing Deep Learning Algorithms on Graphics Processor Units. PPAM (1) (2015)
Karol Grzegorczyk, Marcin Kurdziel, Piotr Iwo Wójcik
Effects of Sparse Initialization in Deep Belief Networks. Comput. Sci. 16 (4) (2015)
Marcin Kurdziel, Krzysztof Boryczko
Finding exemplars in dense data with affinity propagation on clusters of GPUs. Concurr. Comput. Pract. Exp. 25 (8) (2013)
Marcin Kurdziel, Krzysztof Boryczko
Dense Affinity Propagation on Clusters of GPUs. PPAM (1) (2011)
Krzysztof Boryczko, Marcin Kurdziel
Approximate Clustering of Noisy Biomedical Data. ICCS (1) (2008)
Marcin Kurdziel, Krzysztof Boryczko, David A. Yuen
Detecting Clusters of Microcalcifications in High-Resolution Mammograms Using Support Vector Machines. Bio Algorithms Med Syst. 3 (6) (2007)
Tomasz Arodz, Marcin Kurdziel, Tadeusz J. Popiela, Erik O. D. Sevre, David A. Yuen
Detection of clustered microcalcifications in small field digital mammography. Comput. Methods Programs Biomed. 81 (1) (2006)
Witold Dzwinel, Krzysztof Boryczko, Tomasz Arodz, Marcin Kurdziel
Computer-based methods for breast cancer detection in mammograms. Bio Algorithms Med Syst. 1 (1-2) (2006)
Krzysztof Boryczko, Marcin Kurdziel
Recognition of Subtle Microcalcifications in High-Resolution Mammograms. CORES (2005)
Tomasz Arodz, Marcin Kurdziel, Erik O. D. Sevre, David A. Yuen
Pattern recognition techniques for automatic detection of suspicious-looking anomalies in mammograms. Comput. Methods Programs Biomed. 79 (2) (2005)
Tomasz Arodz, Krzysztof Boryczko, Witold Dzwinel, Marcin Kurdziel, David A. Yuen
Visual Exploration of Multidimensional Feature Space of Biological Data. IEEE Visualization (2005)
Bartosz Balis, Marian Bubak, Wlodzimierz Funika, Roland Wismüller, Marcin Radecki, Tomasz Szepieniec, Tomasz Arodz, Marcin Kurdziel
Grid environment for on-line application monitoring and performance analysis. Sci. Program. 12 (4) (2004)
Roland Wismüller, Marian Bubak, Wlodzimierz Funika, Tomasz Arodz, Marcin Kurdziel
Support for User-Defined Metrics in the Online Performance Analysis Tool G-PM. European Across Grids Conference (2004)
Roland Wismüller, Marian Bubak, Wlodzimierz Funika, Tomasz Arodz, Marcin Kurdziel
Performance Measurement Model in the G-PM Tool. International Conference on Computational Science (2004)
Bartosz Balis, Marian Bubak, Wlodzimierz Funika, Roland Wismüller, Marcin Radecki, Tomasz Szepieniec, Tomasz Arodz, Marcin Kurdziel
Performance Evaluation and Monitoring of Interactive Grid Applications. PVM/MPI (2004)
Marian Bubak, Wlodzimierz Funika, Roland Wismüller, Tomasz Arodz, Marcin Kurdziel
The G-PM Tool for Grid-Oriented Performance Analysis. European Across Grids Conference (2003)