Katedra Uczenia Maszynowego - lista publikacji

Image Inpainting with Gradient Attention, Schedae Informaticae (2018),

Estimating Achilles tendon healing progress with convolutional neural networks, Medical Image Computing and Computer-Assisted Intervention [MICCAI], (2018),

Focused Hierarchical RNNs for Conditional Sequence Processing, International Conference on Machine Learning [ICML], (2018),

Improving utilization of lexical knowledge in natural language inference, Schedae Informaticae vol. Vol 27 (2018),

Adversarial framing for image and video classification, Schedae Informaticae vol. 27 (2018),

Accidental exploration through value predictors, Schedae Informaticae vol. 27 (2018),

Three-dimensional descriptors for aminergic GPCRs: dependence on docking conformation and crystal structure, Molecular Diversity vol. vol.23 no.3 (2018), 603-613

On modeling objects using sequence of moment invariants, Lecture Notes in Computer Science (2018), 92-102

Investigating performance of neural networks and gradient boosting models approximating microscopic traffic simulations in traffic optimization tasks, Neurips 2018 Workshop "machine Learning for Intelligent Transportation Systems" (2018),

Traffic Signal Settings Optimization Using Gradient Descent, Schedae Informaticae vol. 27 (2018), 19-30

LOSSGRAD: Automatic Learning Rate in Gradient Descent, Schedae Informaticae vol. 27 (2018), 47-57

Image Stitching Based on Entropy Minimization, Schedae Informaticae vol. 27 (2018), 129-141

Sliced generative models, Schedae Informaticae vol. 27 (2018), 69-79

Fast independent component analysis algorithm with a simple closed-form solution, Knowledge-Based Systems vol. 161 (2018), 26-34

Processing of missing data by neural networks, Advances in Neural Information Processing Systems vol. 31 (2018), 2719-2729

Feature Selection in Texts, Proceedings of the 10th International Conference On Computer Recognition Systems Cores 2017 vol. 578. Advances in Intelligent Systems and Computing (2018), 336-345

Semi-supervised discriminative clustering with graph regularization, Knowledge-Based Systems vol. 151 (2018), 24-36

A machine learning approach to synchronization of automata, Expert Systems with Applications vol. 97 (2018), 357-371

Lossy Compression Approach to Subspace Clustering, Information Sciences vol. 435 (2018), 161-183