[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 635
January 29, 2020

Paper Group ANR 635

MANGA: Method Agnostic Neural-policy Generalization and Adaptation. Detecting and Correcting Adversarial Images Using Image Processing Operations. A Neural Spiking Approach Compared to Deep Feedforward Networks on Stepwise Pixel Erasement. Personalized Bundle List Recommendation. The Skipping Behavior of Users of Music Streaming Services and its Re …

Paper Group ANR 636

Paper Group ANR 636

January 29, 2020

Intelligent Autonomous Things on the Battlefield. Fairness criteria through the lens of directed acyclic graphical models. Rethinking Loss Design for Large-scale 3D Shape Retrieval. An Attentional Neural Network Architecture for Folk Song Classification. Revocable Federated Learning: A Benchmark of Federated Forest. Streaming Batch Eigenupdates for …
Paper Group ANR 637

Paper Group ANR 637

January 29, 2020

On perfectness in Gaussian graphical models. Paradigm shift in electron-based crystallography via machine learning. An Ensemble of Neural Networks for Non-Linear Segmentation of Overlapped Cursive Script. The Challenges in Specifying and Explaining Synthesized Implementations of Reactive Systems. Deterministic tensor completion with hypergraph expa …
Paper Group ANR 638

Paper Group ANR 638

January 29, 2020

Butterfly-Net2: Simplified Butterfly-Net and Fourier Transform Initialization. Embedding Imputation with Grounded Language Information. Online Variance Reduction with Mixtures. Point cloud registration: matching a maximal common subset on pointclouds with noise (with 2D implementation). What Do We Really Need? Degenerating U-Net on Retinal Vessel S …
Paper Group ANR 639

Paper Group ANR 639

January 29, 2020

Influence of Pointing on Learning to Count: A Neuro-Robotics Model. A Linearly Constrained Nonparametric Framework for Imitation Learning. Driver Distraction Identification with an Ensemble of Convolutional Neural Networks. Improving Human Annotation in Single Object Tracking. Correlation Priors for Reinforcement Learning. Modeling German Verb Argu …
Paper Group ANR 640

Paper Group ANR 640

January 29, 2020

Eye in the Sky: Drone-Based Object Tracking and 3D Localization. Using Logical Specifications of Objectives in Multi-Objective Reinforcement Learning. Radio Resource Allocation in 5G New Radio: A Neural Networks Based Approach). The Quest for Interpretable and Responsible Artificial Intelligence. Maximal Margin Distribution Support Vector Regressio …
Paper Group ANR 641

Paper Group ANR 641

January 29, 2020

Texture image analysis and texture classification methods - A review. Boundary-Preserved Deep Denoising of the Stochastic Resonance Enhanced Multiphoton Images. Naver Labs Europe’s Systems for the WMT19 Machine Translation Robustness Task. Making Sense of Vision and Touch: Learning Multimodal Representations for Contact-Rich Tasks. Composing Task-A …
Paper Group ANR 642

Paper Group ANR 642

January 29, 2020

Knowing The What But Not The Where in Bayesian Optimization. Tree-Wasserstein Barycenter for Large-Scale Multilevel Clustering and Scalable Bayes. Exact slice sampler for Hierarchical Dirichlet Processes. A Note On $k$-Means Probabilistic Poverty. Self-Attentional Models for Lattice Inputs. Orthogonal Wasserstein GANs. Randomly initialized EM algor …
Paper Group ANR 643

Paper Group ANR 643

January 29, 2020

Handling Divergent Reference Texts when Evaluating Table-to-Text Generation. Characterizing Activity on the Deep and Dark Web. CUNI System for the WMT19 Robustness Task. Literature Review of Action Recognition in the Wild. Learned Video Compression via Joint Spatial-Temporal Correlation Exploration. Online PCB Defect Detector On A New PCB Defect Da …
Paper Group ANR 644

Paper Group ANR 644

January 29, 2020

Maximum Likelihood Estimation for Learning Populations of Parameters. UDS–DFKI Submission to the WMT2019 Similar Language Translation Shared Task. Graph Matching Networks for Learning the Similarity of Graph Structured Objects. Unsupervised Multi-Document Opinion Summarization as Copycat-Review Generation. Learning Key-Value Store Design. Online E …
Paper Group ANR 645

Paper Group ANR 645

January 29, 2020

Building Information Modeling and Classification by Visual Learning At A City Scale. 3D convolutional neural network for abdominal aortic aneurysm segmentation. Provable Approximations for Constrained $\ell_p$ Regression. Voyageur: An Experiential Travel Search Engine. Powerset Convolutional Neural Networks. XNOR-Net++: Improved Binary Neural Netwo …
Paper Group ANR 646

Paper Group ANR 646

January 29, 2020

A Deep Reinforcement Learning based Approach to Learning Transferable Proof Guidance Strategies. Speeding Up Distributed Pseudo-tree Optimization Procedure with Cross Edge Consistency to Solve DCOPs. Graph Resistance and Learning from Pairwise Comparisons. No Peeking through My Windows: Conserving Privacy in Personal Drones. DEVDAN: Deep Evolving D …
Paper Group ANR 647

Paper Group ANR 647

January 29, 2020

Privately Learning Thresholds: Closing the Exponential Gap. Wasserstein Smoothing: Certified Robustness against Wasserstein Adversarial Attacks. Model Asset eXchange: Path to Ubiquitous Deep Learning Deployment. Learning Fair Naive Bayes Classifiers by Discovering and Eliminating Discrimination Patterns. Partially-supervised Mention Detection. Meta …
Paper Group ANR 648

Paper Group ANR 648

January 29, 2020

Towards Quantification of Explainability in Explainable Artificial Intelligence Methods. Clustering Time-Series by a Novel Slope-Based Similarity Measure Considering Particle Swarm Optimization. Frowning Frodo, Wincing Leia, and a Seriously Great Friendship: Learning to Classify Emotional Relationships of Fictional Characters. Learning Task-Oriente …
Paper Group ANR 649

Paper Group ANR 649

January 29, 2020

Migration through Machine Learning Lens – Predicting Sexual and Reproductive Health Vulnerability of Young Migrants. JUCBNMT at WMT2018 News Translation Task: Character Based Neural Machine Translation of Finnish to English. A Quantum Computational Approach to Correspondence Problems on Point Sets. Detecting Local Insights from Global Labels: Supe …
Paper Group ANR 650

Paper Group ANR 650

January 29, 2020

Question Classification with Deep Contextualized Transformer. Why Do Masked Neural Language Models Still Need Common Sense Knowledge?. Random Vector Functional Link Neural Network based Ensemble Deep Learning. Action Semantics Network: Considering the Effects of Actions in Multiagent Systems. Hamiltonian Graph Networks with ODE Integrators. MonSter …
Paper Group ANR 651

Paper Group ANR 651

January 29, 2020

Stochastic Implicit Natural Gradient for Black-box Optimization. Musical Tempo and Key Estimation using Convolutional Neural Networks with Directional Filters. Theory and Evaluation Metrics for Learning Disentangled Representations. Measuring Similarity of Interactive Driving Behaviors Using Matrix Profile. Uniform-in-Time Weak Error Analysis for S …
Paper Group ANR 652

Paper Group ANR 652

January 29, 2020

Indiscapes: Instance Segmentation Networks for Layout Parsing of Historical Indic Manuscripts. Distributional Reinforcement Learning for Energy-Based Sequential Models. GAN-powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing. Improved Path-length Regret Bounds for Bandits. Recognition of Images of Korean Ch …
Paper Group ANR 653

Paper Group ANR 653

January 29, 2020

A Machine-Learning Approach for Earthquake Magnitude Estimation. An Intelligent Monitoring System of Vehicles on Highway Traffic. Exact minimax risk for linear least squares, and the lower tail of sample covariance matrices. Stochastic Linear Optimization with Adversarial Corruption. Unsupervised Singing Voice Conversion. Solving Inverse Problems b …
Paper Group ANR 654

Paper Group ANR 654

January 29, 2020

Neural Text Summarization: A Critical Evaluation. Symplectic Recurrent Neural Networks. Learning-based Model Predictive Control for Smart Building Thermal Management. Understanding Troll Writing as a Linguistic Phenomenon. Sistema Sensor para el Monitoreo Ambiental Basado en Redes Neuronales. Not All Attention Is Needed: Gated Attention Network for …
Paper Group ANR 655

Paper Group ANR 655

January 29, 2020

Multimodal Emotion Recognition Using Deep Canonical Correlation Analysis. Self-Supervised Learning by Cross-Modal Audio-Video Clustering. ACES – Automatic Configuration of Energy Harvesting Sensors with Reinforcement Learning. What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use. Eliciting and Enforcing Subjectiv …
Paper Group ANR 656

Paper Group ANR 656

January 29, 2020

Embodied Multimodal Multitask Learning. Improving Neural Relation Extraction with Positive and Unlabeled Learning. Amharic-Arabic Neural Machine Translation. Sparsely Grouped Input Variables for Neural Networks. Provably Efficient $Q$-learning with Function Approximation via Distribution Shift Error Checking Oracle. Deep Representation Learning for …
Paper Group ANR 657

Paper Group ANR 657

January 29, 2020

A semi-supervised deep residual network for mode detection in Wi-Fi signals. High Dimensional Classification via Empirical Risk Minimization: Improvements and Optimality. Non-Structured DNN Weight Pruning – Is It Beneficial in Any Platform?. A deep learning-based method for prostate segmentation in T2-weighted magnetic resonance imaging. A Neural …
Paper Group ANR 658

Paper Group ANR 658

January 29, 2020

AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks. Microsoft AI Challenge India 2018: Learning to Rank Passages for Web Question Answering with Deep Attention Networks. Super Interaction Neural Network. Domain Authoring Assistant for Intelligent Virtual Agents. An Empirical …
Paper Group ANR 659

Paper Group ANR 659

January 29, 2020

Understand customer reviews with less data and in short time: pretrained language representation and active learning. Crowd Counting Using Scale-Aware Attention Networks. MarioNETte: Few-shot Face Reenactment Preserving Identity of Unseen Targets. STAR-Net: Action Recognition using Spatio-Temporal Activation Reprojection. Cycle-SUM: Cycle-consisten …
Paper Group ANR 660

Paper Group ANR 660

January 29, 2020

CASTNet: Community-Attentive Spatio-Temporal Networks for Opioid Overdose Forecasting. Approximate Inference for Fully Bayesian Gaussian Process Regression. Strategic Classification is Causal Modeling in Disguise. Probabilistic Safety Constraints for Learned High Relative Degree System Dynamics. Optimising Individual-Treatment-Effect Using Bandits. …
Paper Group ANR 661

Paper Group ANR 661

January 29, 2020

ASP-Core-2 Input Language Format. Explainability Fact Sheets: A Framework for Systematic Assessment of Explainable Approaches. Syntactic Interchangeability in Word Embedding Models. Learning to see across Domains and Modalities. Patch-based Generative Adversarial Network Towards Retinal Vessel Segmentation. On Learning Invariant Representation for …
Paper Group ANR 662

Paper Group ANR 662

January 29, 2020

APRICOT: A Dataset of Physical Adversarial Attacks on Object Detection. Using Latent Class Analysis to Identify ARDS Sub-phenotypes for Enhanced Machine Learning Predictive Performance. Event Detection in Micro-PMU Data: A Generative Adversarial Network Scoring Method. An Expert System Approach for determine the stage of UiTM Perlis Palapes Cadet P …