| 2021 | ACIIDS | Contextual Soft Dropout Method in Training of Artificial Neural Networks. | Nga Ly-Tu, Rafal Kern, Khanindra Pathak, Krzysztof Wolk, Erik Dawid Burnell |
| 2021 | ACIIDS | The Impact of Aggregation Window Width on Properties of Contextual Neural Networks with Constant Field of Attention. | Miroslava Mikusov, Antonin Fuchs, Marcin Jodlowiec, Erik Dawid Burnell, Krzysztof Wolk |
| 2021 | ACIIDS | Towards Layer-Wise Optimization of Contextual Neural Networks with Constant Field of Aggregation. | Miroslava Mikusov, Antonin Fuchs, Adrian Karasinski, Rashmi Dutta Baruah, Rafal Palak, Erik Dawid Burnell, Krzysztof Wolk |
| 2020 | ACIIDS | The Impact of Constant Field of Attention on Properties of Contextual Neural Networks. | Erik Dawid Burnell, Krzysztof Wolk, Krzysztof Waliczek, Rafal Kern |
| 2020 | ACIIDS | Soft Dropout Method in Training of Contextual Neural Networks. | Krzysztof Wolk, Rafal Palak, Erik Dawid Burnell |
| 2019 | ACIIDS | Implementation and Analysis of Contextual Neural Networks in H2O Framework. | Krzysztof Wolk, Erik Dawid Burnell |