Konrad Żołna
Konrad Żołna
Verified email at im.uj.edu.pl
TitleCited byYear
Fraternal dropout
K Zolna, D Arpit, D Suhubdy, Y Bengio
Proceedings of the 6th International Conference on Learning Representations, 2017
222017
Towards homoscedastic nonlinear cointegration for structural health monitoring
K Zolna, PB Dao, WJ Staszewski, T Barszcz
Mechanical Systems and Signal Processing 75, 94-108, 2016
152016
Nonlinear cointegration approach for condition monitoring of wind turbines
K Zolna, PB Dao, WJ Staszewski, T Barszcz
Mathematical Problems in Engineering 2015, 2015
132015
Focused Hierarchical RNNs for Conditional Sequence Processing
NR Ke, K Zolna, A Sordoni, Z Lin, A Trischler, Y Bengio, J Pineau, ...
Proceedings of the 35th International Conference on Machine Learning, 2018
122018
Classifier-agnostic saliency map extraction
K Zolna, KJ Geras, K Cho
Proceedings of the AAAI Conference on Artificial Intelligence 33, 10087-10088, 2019
32019
Adversarial framing for image and video classification
M Zajac, K Zołna, N Rostamzadeh, PO Pinheiro
Proceedings of the AAAI Conference on Artificial Intelligence 33, 10077-10078, 2019
22019
Reinforced Imitation in Heterogeneous Action Space
K Zolna, N Rostamzadeh, Y Bengio, S Ahn, PO Pinheiro
arXiv preprint arXiv:1904.03438, 2019
22019
User Modeling Using LSTM Networks.
K Zolna, B Romanski
Proceedings of the AAAI Conference on Artificial Intelligence 31, 5025-5027, 2017
2*2017
Task-Relevant Adversarial Imitation Learning
K Zolna, S Reed, A Novikov, SG Colmenarej, D Budden, S Cabi, M Denil, ...
arXiv preprint arXiv:1910.01077, 2019
12019
A Framework for Data-Driven Robotics
S Cabi, SG Colmenarejo, A Novikov, K Konyushkova, S Reed, R Jeong, ...
arXiv preprint arXiv:1909.12200, 2019
12019
The Dynamics of Handwriting Improves the Automated Diagnosis of Dysgraphia
K Zolna, T Asselborn, C Jolly, L Casteran, W Johal, P Dillenbourg
arXiv preprint arXiv:1906.07576, 2019
2019
Split Batch Normalization: Improving Semi-Supervised Learning under Domain Shift
M Zając, K Zolna, S Jastrzębski
arXiv preprint arXiv:1904.03515, 2019
2019
Reinforced Imitation Learning from Observations
K Zolna, N Rostamzadeh, Y Bengio, S Ahn, PO Pinheiro
NeurIPS 2018 Workshop, 2018
2018
Improving the performance of neural networks in regression tasks using drawering
K Zolna
2017 International Joint Conference on Neural Networks (IJCNN), 2533-2538, 2017
2017
Statistical analysis for piezo-based structural damage detection using enhanced nonlinear crack-wave interactions
K Dziedziech, K Zolna, Ł Pieczonka, WJ Staszewski, P Kijanka
[Lizbona]: IDMEC, 2015
2015
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Articles 1–15