Adam Gonczarek

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 15

Top Topics

Nuclear Magnetic Resonance

Gaussian Process Regression

Top Venues

Publications

Mateusz Baran, Joanna Baran, Mateusz Wójcik, Maciej Zieba, Adam Gonczarek
Classical Out-of-Distribution Detection Methods Benchmark in Text Classification Tasks. ACL (student) (2023)
Witold Kosciukiewicz, Mateusz Wójcik, Tomasz Kajdanowicz, Adam Gonczarek
Similarity-based Memory Enhanced Joint Entity and Relation Extraction. CoRR (2023)
Mateusz Baran, Joanna Baran, Mateusz Wójcik, Maciej Zieba, Adam Gonczarek
Classical Out-of-Distribution Detection Methods Benchmark in Text Classification Tasks. CoRR (2023)
Mateusz Wójcik, Witold Kosciukiewicz, Mateusz Baran, Tomasz Kajdanowicz, Adam Gonczarek
Domain-Agnostic Neural Architecture for Class Incremental Continual Learning in Document Processing Platform. CoRR (2023)
Mateusz Wójcik, Witold Kosciukiewicz, Mateusz Baran, Tomasz Kajdanowicz, Adam Gonczarek
Domain-Agnostic Neural Architecture for Class Incremental Continual Learning in Document Processing Platform. ACL (industry) (2023)
Witold Kosciukiewicz, Mateusz Wójcik, Tomasz Kajdanowicz, Adam Gonczarek
Similarity-Based Memory Enhanced Joint Entity and Relation Extraction. ICCS (2) (2023)
Mateusz Wójcik, Witold Kosciukiewicz, Tomasz Kajdanowicz, Adam Gonczarek
Neural Architecture for Online Ensemble Continual Learning. CoRR (2022)
Adam Gonczarek, Jakub M. Tomczak, Szymon Zareba, Joanna Kaczmar, Piotr Dabrowski, Michal J. Walczak
Interaction prediction in structure-based virtual screening using deep learning. Comput. Biol. Medicine 100 (2018)
Piotr Klukowski, Adam Gonczarek
Towards fully automated protein structure elucidation with NMR spectroscopy. CoRR (2018)
Piotr Klukowski, Michal Augoff, Maciej Zieba, Maciej Drwal, Adam Gonczarek, Michal J. Walczak
NMRNet: a deep learning approach to automated peak picking of protein NMR spectra. Bioinform. 34 (15) (2018)
Maciej Zieba, Piotr Klukowski, Adam Gonczarek, Yaroslav Nikolaev, Michal J. Walczak
Gaussian process regression for automated signal tracking in step-wise perturbed Nuclear Magnetic Resonance spectra. Appl. Soft Comput. 68 (2018)
Adam Gonczarek, Piotr Klukowski, Maciej Drwal, Pawel Swiatek
A Bayesian Framework for Chemical Shift Assignment. ACIIDS (2) (2017)
Jakub M. Tomczak, Adam Gonczarek
Learning Invariant Features Using Subspace Restricted Boltzmann Machine. Neural Process. Lett. 45 (1) (2017)
Adam Gonczarek, Jakub M. Tomczak, Szymon Zareba, Joanna Kaczmar, Piotr Dabrowski, Michal J. Walczak
Learning Deep Architectures for Interaction Prediction in Structure-based Virtual Screening. CoRR (2016)
Adam Gonczarek, Jakub M. Tomczak
Articulated tracking with manifold regularized particle filter. Mach. Vis. Appl. 27 (2) (2016)
Piotr Klukowski, Adam Gonczarek, Michal J. Walczak
A benchmark for automated peak picking of protein NMR spectra. CIBCB (2015)
Piotr Klukowski, Michal J. Walczak, Adam Gonczarek, Julien Boudet, Gerhard Wider
Computer vision-based automated peak picking applied to protein NMR spectra. Bioinform. 31 (18) (2015)
Maciej Zieba, Jakub M. Tomczak, Adam Gonczarek
RBM-SMOTE: Restricted Boltzmann Machines for Synthetic Minority Oversampling Technique. ACIIDS (1) (2015)
Szymon Zareba, Adam Gonczarek, Jakub M. Tomczak, Jerzy Swiatek
Accelerated learning for Restricted Boltzmann Machine with momentum term. ICSEng (2014)
Jakub M. Tomczak, Adam Gonczarek
Sparse hidden units activation in Restricted Boltzmann Machine. ICSEng (2014)
Jakub M. Tomczak, Adam Gonczarek
Subspace Restricted Boltzmann Machine. CoRR (2014)
Adam Gonczarek, Jakub M. Tomczak
Manifold Regularized Particle Filter for Articulated Human Motion Tracking. ICSS (2013)
Jakub M. Tomczak, Adam Gonczarek
Decision rules extraction from data stream in the presence of changing context for diabetes treatment. Knowl. Inf. Syst. 34 (3) (2013)
Krzysztof Juszczyszyn, Adam Gonczarek, Jakub M. Tomczak, Katarzyna Musial, Marcin Budka
A Probabilistic Approach to Structural Change Prediction in Evolving Social Networks. ASONAM (2012)
Piotr Rygielski, Adam Gonczarek
Migration-aware Optimization of Virtualized Computational Resources Allocation in Complex Systems. ICSEng (2011)