[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 819
January 28, 2020

Paper Group ANR 819

What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks. DSIC: Deep Stereo Image Compression. Human Perceptual Evaluations for Image Compression. Joint embedding of structure and features via graph convolutional networks. Multiphase flow prediction with deep neural networks. Combining Model and Parameter Unc …

Paper Group ANR 820

Paper Group ANR 820

January 28, 2020

Learning undirected models via query training. Optimal Convergence Rate of Hamiltonian Monte Carlo for Strongly Logconcave Distributions. A Holistic Natural Language Generation Framework for the Semantic Web. Spatial Pyramid Encoding with Convex Length Normalization for Text-Independent Speaker Verification. Novel diffusion-derived distance measure …
Paper Group ANR 821

Paper Group ANR 821

January 28, 2020

Generic Bounds on the Maximum Deviations in Sequential Prediction: An Information-Theoretic Analysis. E-HBA: Using Action Policies for Expert Advice and Agent Typification. Reinforcement Learning Driven Heuristic Optimization. A Novel Trend Symbolic Aggregate Approximation for Time Series. Granular Motor State Monitoring of Free Living Parkinson’s …
Paper Group ANR 822

Paper Group ANR 822

January 28, 2020

3D Quantum Cuts for Automatic Segmentation of Porous Media in Tomography Images. Development of a Forecasting and Warning System on the Ecological Life-Cycle of Sunn Pest. Distilling On-Device Intelligence at the Network Edge. End-to-End Pore Extraction and Matching in Latent Fingerprints: Going Beyond Minutiae. Graph Neural Reasoning for 2-Quantif …
Paper Group ANR 823

Paper Group ANR 823

January 28, 2020

Literal or Pedagogic Human? Analyzing Human Model Misspecification in Objective Learning. Fairness and Diversity in the Recommendation and Ranking of Participatory Media Content. ProLFA: Representative Prototype Selection for Local Feature Aggregation. JUMT at WMT2019 News Translation Task: A Hybrid approach to Machine Translation for Lithuanian to …
Paper Group ANR 824

Paper Group ANR 824

January 28, 2020

Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time). Self-Organizing Maps with Variable Input Length for Motif Discovery and Word Segmentation. Online Multiple Pedestrian Tracking using Deep Temporal Appearance Matching Association. Reinforced Genetic Algorithm Learning for Optimizing Computation …
Paper Group ANR 825

Paper Group ANR 825

January 28, 2020

Query by Semantic Sketch. Audio-Visual Embedding for Cross-Modal MusicVideo Retrieval through Supervised Deep CCA. On measuring the iconicity of a face. Do Compressed Representations Generalize Better?. DeepC-MVS: Deep Confidence Prediction for Multi-View Stereo Reconstruction. Quantifying and Correlating Rhythm Formants in Speech. Adaptive, Distri …
Paper Group ANR 826

Paper Group ANR 826

January 28, 2020

Efficiently Embedding Dynamic Knowledge Graphs. Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy. Machine learning topological phases in real space. Small and Practical BERT Models for Sequence Labeling. Generative Model-Based Ischemic Stroke Lesion Segmentation. MG-VAE: Deep Chinese Folk Songs Generation with Specif …
Paper Group ANR 827

Paper Group ANR 827

January 28, 2020

Towards Generalizing Sensorimotor Control Across Weather Conditions. Proximal Reliability Optimization for Reinforcement Learning. Balancing Accuracy and Diversity in Recommendations using Matrix Completion Framework. Influenza Modeling Based on Massive Feature Engineering and International Flow Deconvolution. Kernel density estimation based sampli …
Paper Group ANR 828

Paper Group ANR 828

January 28, 2020

Coupling Oceanic Observation Systems to Study Mesoscale Ocean Dynamics. A Machine Learning approach to Risk Minimisation in Electricity Markets with Coregionalized Sparse Gaussian Processes. Building change detection based on multi-scale filtering and grid partition. Towards a Decentralized, Autonomous Multiagent Framework for Mitigating Crop Loss. …
Paper Group ANR 829

Paper Group ANR 829

January 28, 2020

Autonomous discovery of battery electrolytes with robotic experimentation and machine-learning. Equivariant Hamiltonian Flows. Proceedings of FACTS-IR 2019. Semi-Supervised Learning of Bearing Anomaly Detection via Deep Variational Autoencoders. ICDAR 2019 Robust Reading Challenge on Reading Chinese Text on Signboard. Gated Recurrent Neural Network …
Paper Group ANR 830

Paper Group ANR 830

January 28, 2020

Unsupervised Feature Learning in Remote Sensing. Generic Ontology Design Patterns at Work. Do Autonomous Agents Benefit from Hearing?. Task Classification Model for Visual Fixation, Exploration, and Search. From Dark Matter to Galaxies with Convolutional Networks. Graph Representation Learning via Hard and Channel-Wise Attention Networks. A Simple …
Paper Group ANR 831

Paper Group ANR 831

January 28, 2020

Analyzing Adversarial Attacks Against Deep Learning for Intrusion Detection in IoT Networks. Automatic cough detection based on airflow signals for portable spirometry system. OSOM: A simultaneously optimal algorithm for multi-armed and linear contextual bandits. SliceNDice: Mining Suspicious Multi-attribute Entity Groups with Multi-view Graphs. Ad …
Paper Group ANR 832

Paper Group ANR 832

January 28, 2020

Deep learning based pulse shape discrimination for germanium detectors. Self-Attentional Models Application in Task-Oriented Dialogue Generation Systems. Strategic Prediction with Latent Aggregative Games. End-to-End Adversarial Learning for Intrusion Detection in Computer Networks. Synthesizing Action Sequences for Modifying Model Decisions. An En …
Paper Group ANR 833

Paper Group ANR 833

January 28, 2020

A Novel Demodulation and Estimation Algorithm for Blackout Communication: Extract Principal Components with Deep Learning. Unsupervised Text Summarization via Mixed Model Back-Translation. Robust Reinforcement Learning for Continuous Control with Model Misspecification. Stochastic Neural Network with Kronecker Flow. ASCNet: Adaptive-Scale Convoluti …
Paper Group ANR 834

Paper Group ANR 834

January 28, 2020

Robust approximate linear regression without correspondence. Exploiting the potential of deep reinforcement learning for classification tasks in high-dimensional and unstructured data. Learning Erdős-Rényi Random Graphs via Edge Detecting Queries. Multiscale Principle of Relevant Information for Hyperspectral Image Classification. REFINED (REpresen …
Paper Group ANR 835

Paper Group ANR 835

January 28, 2020

Robust Triple-Matrix-Recovery-Based Auto-Weighted Label Propagation for Classification. Secure Evaluation of Quantized Neural Networks. Spiking Neural Network based Region Proposal Networks for Neuromorphic Vision Sensors. Same-Cluster Querying for Overlapping Clusters. Compositional Temporal Visual Grounding of Natural Language Event Descriptions. …
Paper Group ANR 836

Paper Group ANR 836

January 28, 2020

Boosting Image Recognition with Non-differentiable Constraints. Dynamic Past and Future for Neural Machine Translation. Liver Steatosis Segmentation with Deep Learning Methods. Better the Devil you Know: An Analysis of Evasion Attacks using Out-of-Distribution Adversarial Examples. Spatial Filtering Pipeline Evaluation of Cortically Coupled Compute …
Paper Group ANR 837

Paper Group ANR 837

January 28, 2020

Semi-Implicit Stochastic Recurrent Neural Networks. Towards Universal Dialogue Act Tagging for Task-Oriented Dialogues. Predict Globally, Correct Locally: Parallel-in-Time Optimal Control of Neural Networks. Large-scale Multi-modal Person Identification in Real Unconstrained Environments. Learning Conserved Networks from Flows. Transfer learning fo …
Paper Group ANR 838

Paper Group ANR 838

January 28, 2020

Accuracy of the Epic Sepsis Prediction Model in a Regional Health System. Radar-only ego-motion estimation in difficult settings via graph matching. Performance Analysis of Deep Autoencoder and NCA Dimensionality Reduction Techniques with KNN, ENN and SVM Classifiers. Budgeted Policy Learning for Task-Oriented Dialogue Systems. Face shape classific …
Paper Group ANR 839

Paper Group ANR 839

January 28, 2020

Performance Analysis and Dynamic Evolution of Deep Convolutional Neural Network for Nonlinear Inverse Scattering. An Argument-Marker Model for Syntax-Agnostic Proto-Role Labeling. Imitation Learning from Observations by Minimizing Inverse Dynamics Disagreement. When and Why Metaheuristics Researchers Can Ignore “No Free Lunch” Theorems. PoD: Positi …
Paper Group ANR 840

Paper Group ANR 840

January 28, 2020

Analysis of Chinese Tourists in Japan by Text Mining of a Hotel Portal Site. Spatial and Temporal Consistency-Aware Dynamic Adaptive Streaming for 360-Degree Videos. Eigen Artificial Neural Networks. Data Poisoning Attacks on Stochastic Bandits. Regularization Shortcomings for Continual Learning. Sensor Fusion for Joint 3D Object Detection and Sema …
Paper Group ANR 841

Paper Group ANR 841

January 28, 2020

Toward Metrics for Differentiating Out-of-Distribution Sets. Broad-Coverage Semantic Parsing as Transduction. Comprehensive Analysis of Aspect Term Extraction Methods using Various Text Embeddings. Cross-Entropy Adversarial View Adaptation for Person Re-identification. A novel model for query expansion using pseudo-relevant web knowledge. Disentang …
Paper Group ANR 842

Paper Group ANR 842

January 28, 2020

Investment Ranking Challenge: Identifying the best performing stocks based on their semi-annual returns. End-to-end Recurrent Multi-Object Tracking and Trajectory Prediction with Relational Reasoning. When is a Prediction Knowledge?. Biconditional Generative Adversarial Networks for Multiview Learning with Missing Views. Dissecting Non-Vacuous Gene …
Paper Group ANR 843

Paper Group ANR 843

January 28, 2020

On Privacy Protection of Latent Dirichlet Allocation Model Training. BAGH – Comparative study. Comparison of statistical post-processing methods for probabilistic NWP forecasts of solar radiation. GLADAS: Gesture Learning for Advanced Driver Assistance Systems. Label Mapping Neural Networks with Response Consolidation for Class Incremental Learnin …
Paper Group ANR 844

Paper Group ANR 844

January 28, 2020

The Deterministic plus Stochastic Model of the Residual Signal and its Applications. Multi-Resolution 3D CNN for MRI Brain Tumor Segmentation and Survival Prediction. 4X4 Census Transform. Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion?. Learning from Implicit Information in Natural Language Instructions for Robo …
Paper Group ANR 845

Paper Group ANR 845

January 28, 2020

Nearest-Neighbor Neural Networks for Geostatistics. Deep Face Recognition Model Compression via Knowledge Transfer and Distillation. Optimisation of Air-Ground Swarm Teaming for Target Search, using Differential Evolution. Projection pursuit based on Gaussian mixtures and evolutionary algorithms. Quadruply Stochastic Gradient Method for Large Scale …
Paper Group ANR 846

Paper Group ANR 846

January 28, 2020

Operational Calibration: Debugging Confidence Errors for DNNs in the Field. Attentional Policies for Cross-Context Multi-Agent Reinforcement Learning. Computer-supported Analysis of Positive Properties, Ultrafilters and Modal Collapse in Variants of Gödel’s Ontological Argument. Deep Direct Visual Odometry. A Keyframe-based Continuous Visual SLAM f …