[PAPER]@Telematika

Computational Optimal Transport: Complexity by Accelerated Gradient Descent Is Better Than by Sinkhorn’s Algorithm. Learning to Capture Light Fields through a Coded Aperture Camera. A Structured Review of the Validity of BLEU. GeCoTagger: Annotation of German Verb Complements with Conditional Random Fields. Epitran: Precision G2P for Many Languages …

Transfer Learning on Manifolds via Learned Transport Operators. The Information-Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Modeling. Training deep learning based denoisers without ground truth data. Stacked Latent Attention for Multimodal Reasoning. Causality Analysis of Twitter Sentiments and Stock Market Returns. …

The German Reference Corpus DeReKo: New Developments – New Opportunities. LSH-SAMPLING BREAKS THE COMPUTATIONAL CHICKEN-AND-EGG LOOP IN ADAPTIVE STOCHASTIC GRADIENT ESTIMATION. Football and Beer - a Social Media Analysis on Twitter in Context of the FIFA Football World Cup 2018. Large Scale Multi-Domain Multi-Task Learning with MultiModel. Deep Pi …

Discourse and Lexicons: Lexemes, MWEs, Grammatical Constructions and Compositional Word Combinations to Signal Discourse Relations. Jerk-Aware Video Acceleration Magnification. Efficient and Consistent Adversarial Bipartite Matching. Towards Automatic Fake News Detection: Cross-Level Stance Detection in News Articles. An Efficient Pruning Algorithm …

On Four Metaheuristic Applications to Speech Enhancement—Implementing Optimization Algorithms with MATLAB R2018a. Text-dependent Forensic Voice Comparison: Likelihood Ratio Estimation with the Hidden Markov Model (HMM) and Gaussian Mixture Model. Two-Step Quantization for Low-Bit Neural Networks. Development of Natural Language Processing Tools f …

AttentionMeSH: Simple, Effective and Interpretable Automatic MeSH Indexer. Overview of the 2018 ALTA Shared Task: Classifying Patent Applications. Simultaneous 3D Reconstruction for Water Surface and Underwater Scene. A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding. Adapting SimpleNLG to Galician language. Credit Assign …

Joint optimization for compressive video sensing and reconstruction under hardware constraints. Introduction to the Special Issue on Language in Social Media: Exploiting Discourse and Other Contextual Information. Revisiting Bayes by Backprop. Knowledge Graph Embedding with Numeric Attributes of Entities. An Annotated Corpus of Picture Stories Reto …

SNAG: Spoken Narratives and Gaze Dataset. ISNN: Impact Sound Neural Network for Audio-Visual Object Classification. Parameters as interacting particles: long time convergence and asymptotic error scaling of neural networks. Multi-Module Recurrent Neural Networks with Transfer Learning. Avoiding degradation in deep feed-forward networks by phasing o …