Deep Hashing using Entropy Regularised Product Quantisation Network. Text Modeling with Syntax-Aware Variational Autoencoders. Zero-Shot Cross-Lingual Opinion Target Extraction. Language Independent Sequence Labelling for Opinion Target Extraction. LuNet: A Deep Neural Network for Network Intrusion Detection. Overfitting of neural nets under class …

Machine learning and glioma imaging biomarkers. Splitting Methods for Convex Bi-Clustering and Co-Clustering. Learning Multilingual Word Embeddings Using Image-Text Data. PVSS: A Progressive Vehicle Search System for Video Surveillance Networks. Bounce and Learn: Modeling Scene Dynamics with Real-World Bounces. Towards vision-based robotic skins: a …

Salient Object Detection with Purificatory Mechanism and Structural Similarity Loss. Expanding the Text Classification Toolbox with Cross-Lingual Embeddings. Cross-Representation Transferability of Adversarial Attacks: From Spectrograms to Audio Waveforms. Gradient Noise Convolution (GNC): Smoothing Loss Function for Distributed Large-Batch SGD. DA …

Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs. A Closer Look at Disentangling in $β$-VAE. Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity. SelectNet: Learning to Sample from the Wild for Imbalanced Data Training. Tracking the Consumption Junction: Temporal Dependencies bet …

Meta-Learning for Contextual Bandit Exploration. CUNI System for the Building Educational Applications 2019 Shared Task: Grammatical Error Correction. A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings. Heterogeneous causal effects with imperfect compliance: a novel Bayesian machine learning approa …

GenderQuant: Quantifying Mention-Level Genderedness. Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning. Coached Conversational Preference Elicitation: A Case Study in Understanding Movie Preferences. Embeddia at SemEval-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning Appr …

The effects of neural resource constraints on early visual representations. lingvis.io - A Linguistic Visual Analytics Framework. Unsupervised Collaborative Learning of Keyframe Detection and Visual Odometry Towards Monocular Deep SLAM. A Case for Object Compositionality in Deep Generative Models of Images. Beyond Volumetric Albedo – A Surface Opt …

DiscoNet: Shapes Learning on Disconnected Manifolds for 3D Editing. KB-NLG: From Knowledge Base to Natural Language Generation. SINAI-DL at SemEval-2019 Task 5: Recurrent networks and data augmentation by paraphrasing. Modeling Parts, Structure, and System Dynamics via Predictive Learning. Compositional Hyponymy with Positive Operators. Semantic Co …