[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 161
July 28, 2019

Paper Group ANR 161

A Novel Transfer Learning Approach upon Hindi, Arabic, and Bangla Numerals using Convolutional Neural Networks. HPSLPred: An Ensemble Multi-label Classifier for Human Protein Subcellular Location Prediction with Imbalanced Source. Dynamic Clustering Algorithms via Small-Variance Analysis of Markov Chain Mixture Models. Minimally Naturalistic Artifi …

Paper Group ANR 162

Paper Group ANR 162

July 28, 2019

Structured Light Phase Measuring Profilometry Pattern Design for Binary Spatial Light Modulators. Human Action Forecasting by Learning Task Grammars. Analyzing Approximate Value Iteration Algorithms. Towards an Arabic-English Machine-Translation Based on Semantic Web. Exposing Computer Generated Images by Using Deep Convolutional Neural Networks. P …
Paper Group ANR 163

Paper Group ANR 163

July 28, 2019

Some Like it Hoax: Automated Fake News Detection in Social Networks. Combining Lexical Features and a Supervised Learning Approach for Arabic Sentiment Analysis. One Shot Joint Colocalization and Cosegmentation. Universal Consistency and Robustness of Localized Support Vector Machines. Strength Factors: An Uncertainty System for a Quantified Modal …
Paper Group ANR 164

Paper Group ANR 164

July 28, 2019

DDD17: End-To-End DAVIS Driving Dataset. Solving Almost all Systems of Random Quadratic Equations. Embedded-Graph Theory. Registration and Fusion of Multi-Spectral Images Using a Novel Edge Descriptor. Fashion Forward: Forecasting Visual Style in Fashion. Enhanced Local Binary Patterns for Automatic Face Recognition. Using $k$-way Co-occurrences fo …
Paper Group ANR 165

Paper Group ANR 165

July 28, 2019

Dense RGB-D semantic mapping with Pixel-Voxel neural network. A Locally Weighted Fixation Density-Based Metric for Assessing the Quality of Visual Saliency Predictions. Using KL-divergence to focus Deep Visual Explanation. Learning Overcomplete HMMs. Multi-Target Tracking in Multiple Non-Overlapping Cameras using Constrained Dominant Sets. Towards …
Paper Group ANR 166

Paper Group ANR 166

July 28, 2019

Community Identity and User Engagement in a Multi-Community Landscape. Markov Chain Lifting and Distributed ADMM. Mind the Gap: A Well Log Data Analysis. Efficient Image Set Classification using Linear Regression based Image Reconstruction. Object-Centric Photometric Bundle Adjustment with Deep Shape Prior. Single Image Super-resolution via a Light …
Paper Group ANR 167

Paper Group ANR 167

July 28, 2019

Marginal likelihood based model comparison in Fuzzy Bayesian Learning. RedDwarfData: a simplified dataset of StarCraft matches. Parallel Active Subspace Decomposition for Scalable and Efficient Tensor Robust Principal Component Analysis. Learning High Dynamic Range from Outdoor Panoramas. A Machine Learning Approach to Modeling Human Migration. Fas …
Paper Group ANR 168

Paper Group ANR 168

July 28, 2019

Parallel Long Short-Term Memory for Multi-stream Classification. A Survey of Neural Network Techniques for Feature Extraction from Text. Composing Meta-Policies for Autonomous Driving Using Hierarchical Deep Reinforcement Learning. A General Framework for Flexible Multi-Cue Photometric Point Cloud Registration. Foundations of Declarative Data Analy …
Paper Group ANR 169

Paper Group ANR 169

July 28, 2019

Fixing the Infix: Unsupervised Discovery of Root-and-Pattern Morphology. Training and Testing Object Detectors with Virtual Images. Learning Word Embeddings from Speech. Integration of Machine Learning Techniques to Evaluate Dynamic Customer Segmentation Analysis for Mobile Customers. Kernel k-Groups via Hartigan’s Method. Evolutionary Acyclic Grap …
Paper Group ANR 170

Paper Group ANR 170

July 28, 2019

Real-Time Bidding by Reinforcement Learning in Display Advertising. ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network. A Survey of Distant Supervision Methods using PGMs. Reduced Electron Exposure for Energy-Dispersive Spectroscopy using Dynamic Sampling. Spatially-Adaptive Filter Units for Deep …
Paper Group ANR 171

Paper Group ANR 171

July 28, 2019

Directional Statistics and Filtering Using libDirectional. Training Support Vector Machines using Coresets. Automatic calcium scoring in low-dose chest CT using deep neural networks with dilated convolutions. Generating Multiple Diverse Hypotheses for Human 3D Pose Consistent with 2D Joint Detections. Supervisor Synthesis of POMDP based on Automata …
Paper Group ANR 172

Paper Group ANR 172

July 28, 2019

Dynamic Pricing in Competitive Markets. Learning and Transferring IDs Representation in E-commerce. Gradient Normalization & Depth Based Decay For Deep Learning. Vulnerability of Deep Reinforcement Learning to Policy Induction Attacks. Learning Affinity via Spatial Propagation Networks. TasselNet: Counting maize tassels in the wild via local counts …
Paper Group ANR 173

Paper Group ANR 173

July 28, 2019

Adversarial Dropout Regularization. A Visual Representation of Wittgenstein’s Tractatus Logico-Philosophicus. JADE: Joint Autoencoders for Dis-Entanglement. Leveraging Distributional Semantics for Multi-Label Learning. Improving Classification by Improving Labelling: Introducing Probabilistic Multi-Label Object Interaction Recognition. Unsupervised …
Paper Group ANR 174

Paper Group ANR 174

July 28, 2019

Practical Learning of Predictive State Representations. Automatic Brain Tumor Detection and Segmentation Using U-Net Based Fully Convolutional Networks. Expectation maximization transfer learning and its application for bionic hand prostheses. Data-driven Optimal Cost Selection for Distributionally Robust Optimization. IDK Cascades: Fast Deep Learn …
Paper Group ANR 175

Paper Group ANR 175

July 28, 2019

Data Augmentation for Low-Resource Neural Machine Translation. The Effect of Communication on Noncooperative Multiplayer Multi-Armed Bandit Problems. Line Profile Based Segmentation Algorithm for Touching Corn Kernels. Inverse Reinforcement Learning in Large State Spaces via Function Approximation. Strategies for Conceptual Change in Convolutional …
Paper Group ANR 176

Paper Group ANR 176

July 28, 2019

A Cluster Elastic Net for Multivariate Regression. An Asynchronous Parallel Approach to Sparse Recovery. Malware Detection by Eating a Whole EXE. Universal Joint Image Clustering and Registration using Partition Information. Distributed Bayesian Piecewise Sparse Linear Models. Solving Distributed Constraint Optimization Problems Using Logic Program …
Paper Group ANR 177

Paper Group ANR 177

July 28, 2019

Existence versus Exploitation: The Opacity of Backbones and Backdoors Under a Weak Assumption. Lexical representation explains cortical entrainment during speech comprehension. Learning Neural Networks with Two Nonlinear Layers in Polynomial Time. Multi-Label Zero-Shot Human Action Recognition via Joint Latent Ranking Embedding. Concentration Bound …
Paper Group ANR 178

Paper Group ANR 178

July 28, 2019

Acceleration and Averaging in Stochastic Mirror Descent Dynamics. Beyond Grand Theft Auto V for Training, Testing and Enhancing Deep Learning in Self Driving Cars. Attacking Automatic Video Analysis Algorithms: A Case Study of Google Cloud Video Intelligence API. A Comment on “Analysis of Video Image Sequences Using Point and Line Correspondences”. …
Paper Group ANR 179

Paper Group ANR 179

July 28, 2019

Representation and Reinforcement Learning for Personalized Glycemic Control in Septic Patients. Algorithmic learning of probability distributions from random data in the limit. Efficient Compression Technique for Sparse Sets. Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer. What do We Learn by Semantic Scene Under …
Paper Group ANR 180

Paper Group ANR 180

July 28, 2019

VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization. Handwritten digit string recognition by combination of residual network and RNN-CTC. Evaluating Social Networks Using Task-Focused Network Inference. Learning to Attend, Copy, and Generate for Session-Based Query Suggestion. Enriched Deep Recurrent Visual Attention Model for …
Paper Group ANR 181

Paper Group ANR 181

July 28, 2019

Adaptive Feeding: Achieving Fast and Accurate Detections by Adaptively Combining Object Detectors. Bridging the Gap between Constant Step Size Stochastic Gradient Descent and Markov Chains. Reasoning in Systems with Elements that Randomly Switch Characteristics. Unsupervised Clustering and Active Learning of Hyperspectral Images with Nonlinear Diff …
Paper Group ANR 182

Paper Group ANR 182

July 28, 2019

Improving Gravitational Search Algorithm Performance with Artificial Bee Colony Algorithm for Constrained Numerical Optimization. Fully Convolutional Networks for Diabetic Foot Ulcer Segmentation. Multi-stage Suture Detection for Robot Assisted Anastomosis based on Deep Learning. Mining Functional Modules by Multiview-NMF of Phenome-Genome Associat …
Paper Group ANR 183

Paper Group ANR 183

July 28, 2019

Manifold-valued Image Generation with Wasserstein Generative Adversarial Nets. Estimating Mutual Information for Discrete-Continuous Mixtures. Exact Inference for Relational Graphical Models with Interpreted Functions: Lifted Probabilistic Inference Modulo Theories. View Independent Vehicle Make, Model and Color Recognition Using Convolutional Neur …
Paper Group ANR 184

Paper Group ANR 184

July 28, 2019

Topic Modeling for Classification of Clinical Reports. Compression Fractures Detection on CT. Volume Calculation of CT lung Lesions based on Halton Low-discrepancy Sequences. Visual Semantic Planning using Deep Successor Representations. Taxonomy Induction using Hypernym Subsequences. The BURCHAK corpus: a Challenge Data Set for Interactive Learnin …
Paper Group ANR 185

Paper Group ANR 185

July 28, 2019

Pyramid Vector Quantization for Deep Learning. A Generic Framework for Interesting Subspace Cluster Detection in Multi-attributed Networks. Large-Scale Domain Adaptation via Teacher-Student Learning. Learning to Embed Words in Context for Syntactic Tasks. Simplified Long Short-term Memory Recurrent Neural Networks: part II. Machine Learning Approac …
Paper Group ANR 186

Paper Group ANR 186

July 28, 2019

Supervised Learning of Labeled Pointcloud Differences via Cover-Tree Entropy Reduction. The Importance of Automatic Syntactic Features in Vietnamese Named Entity Recognition. Graph Classification via Deep Learning with Virtual Nodes. InverseFaceNet: Deep Monocular Inverse Face Rendering. Adaptive kNN using Expected Accuracy for Classification of Ge …
Paper Group ANR 187

Paper Group ANR 187

July 28, 2019

Vehicle Tracking in Wide Area Motion Imagery via Stochastic Progressive Association Across Multiple Frames (SPAAM). Attribution Modeling Increases Efficiency of Bidding in Display Advertising. On the Development of Intelligent Agents for MOBA Games. Predicting Cognitive Decline with Deep Learning of Brain Metabolism and Amyloid Imaging. Generative …
Paper Group ANR 188

Paper Group ANR 188

July 28, 2019

An Encoder-Decoder Framework Translating Natural Language to Database Queries. Personalized word representations Carrying Personalized Semantics Learned from Social Network Posts. Living a discrete life in a continuous world: Reference with distributed representations. SFCN-OPI: Detection and Fine-grained Classification of Nuclei Using Sibling FCN …