The detector principle of constructing artificial neural networks as an alternative to the connectionist paradigm. Eyemotion: Classifying facial expressions in VR using eye-tracking cameras. Automatized Generation of Alphabets of Symbols. Efficient Eye Typing with 9-direction Gaze Estimation. Grounding Symbols in Multi-Modal Instructions. Learning …

Predicting Video Saliency with Object-to-Motion CNN and Two-layer Convolutional LSTM. A Benchmark Environment Motivated by Industrial Control Problems. Unsupervised Steganalysis Based on Artificial Training Sets. Optical Music Recognition with Convolutional Sequence-to-Sequence Models. Repeatability Is Not Enough: Learning Affine Regions via Discri …

Learning More Universal Representations for Transfer-Learning. Conjugate-Computation Variational Inference : Converting Variational Inference in Non-Conjugate Models to Inferences in Conjugate Models. Deep Competitive Pathway Networks. One-Shot Reinforcement Learning for Robot Navigation with Interactive Replay. The Code2Text Challenge: Text Genera …

Deep Deterministic Policy Gradient for Urban Traffic Light Control. Lyrics-Based Music Genre Classification Using a Hierarchical Attention Network. Automatic Rule Extraction from Long Short Term Memory Networks. Reconstruction of Hidden Representation for Robust Feature Extraction. Spectral and matrix factorization methods for consistent community …

Deep Recurrent Neural Networks for seizure detection and early seizure detection systems. Calligraphic Stylisation Learning with a Physiologically Plausible Model of Movement and Recurrent Neural Networks. Weighted Low-rank Tensor Recovery for Hyperspectral Image Restoration. Deep scattering transform applied to note onset detection and instrument …