[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 539
May 5, 2019

Paper Group ANR 539

Deep Recurrent Convolutional Networks for Video-based Person Re-identification: An End-to-End Approach. Knowledge Extraction and Knowledge Integration governed by Łukasiewicz Logics. A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multi-Resolution Structure. Mitochondria-based Renal Cell Carcinoma Subtyping: Learni …

Paper Group ANR 540

Paper Group ANR 540

May 5, 2019

Community Detection Algorithm Combining Stochastic Block Model and Attribute Data Clustering. Apparent Age Estimation Using Ensemble of Deep Learning Models. Distributed Sequence Memory of Multidimensional Inputs in Recurrent Networks. Neighborhood Preserved Sparse Representation for Robust Classification on Symmetric Positive Definite Matrices. Le …
Paper Group ANR 541

Paper Group ANR 541

May 5, 2019

Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks. How Deep is the Feature Analysis underlying Rapid Visual Categorization?. “What happens if…” Learning to Predict the Effect of Forces in Images. A Fully Convolutional Neural Network based Structured Prediction Approach Towards the Retinal Vessel Segmentation. SAM: Support Vec …
Paper Group ANR 542

Paper Group ANR 542

May 5, 2019

Data Recombination for Neural Semantic Parsing. Blankets Joint Posterior score for learning Markov network structures. An Interactive Medical Image Segmentation Framework Using Iterative Refinement. Building Deep Networks on Grassmann Manifolds. Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators. The End of Optimism? A …
Paper Group ANR 543

Paper Group ANR 543

May 5, 2019

Studying the brain from adolescence to adulthood through sparse multi-view matrix factorisations. Branching Gaussian Processes with Applications to Spatiotemporal Reconstruction of 3D Trees. SEBOOST - Boosting Stochastic Learning Using Subspace Optimization Techniques. Cross-modal Supervision for Learning Active Speaker Detection in Video. Safe, Mu …
Paper Group ANR 544

Paper Group ANR 544

May 5, 2019

Recovery guarantee of weighted low-rank approximation via alternating minimization. Practical Algorithms for Learning Near-Isometric Linear Embeddings. Model selection consistency from the perspective of generalization ability and VC theory with an application to Lasso. Feedback Networks. Regression Trees and Random forest based feature selection f …
Paper Group ANR 545

Paper Group ANR 545

May 5, 2019

Stamp processing with examplar features. DSD: Dense-Sparse-Dense Training for Deep Neural Networks. Guided Filter based Edge-preserving Image Non-blind Deconvolution. Asymptotic equivalence of regularization methods in thresholded parameter space. Facial Expression Recognition in the Wild using Rich Deep Features. A robust particle detection algori …
Paper Group ANR 546

Paper Group ANR 546

May 5, 2019

Face-space Action Recognition by Face-Object Interactions. Generating Synthetic Data for Text Recognition. Reducing training requirements through evolutionary based dimension reduction and subject transfer. Intelligent Biohybrid Neurotechnologies: Are They Really What They Claim?. Localization for Wireless Sensor Networks: A Neural Network Approach …
Paper Group ANR 547

Paper Group ANR 547

May 5, 2019

Sharing Hash Codes for Multiple Purposes. A Semi-supervised learning approach to enhance health care Community-based Question Answering: A case study in alcoholism. Learning Interpretable Musical Compositional Rules and Traces. Real-Time Image Distortion Correction: Analysis and Evaluation of FPGA-Compatible Algorithms. Neighborhood Sensitive Mappi …
Paper Group ANR 548

Paper Group ANR 548

May 5, 2019

DNA Image Pro – A Tool for Generating Pixel Patterns using DNA Tile Assembly. Projected Estimators for Robust Semi-supervised Classification. Adaptive Combination of l0 LMS Adaptive Filters for Sparse System Identification in Fluctuating Noise Power. GIFT: A Real-time and Scalable 3D Shape Search Engine. Multilingual Multiword Expressions. Machine …
Paper Group ANR 549

Paper Group ANR 549

May 5, 2019

Radiation Search Operations using Scene Understanding with Autonomous UAV and UGV. Sequential Cost-Sensitive Feature Acquisition. Mining Spatio-temporal Data on Industrialization from Historical Registries. $\ell_1$ Regularized Gradient Temporal-Difference Learning. FOMTrace: Interactive Video Segmentation By Image Graphs and Fuzzy Object Models. T …
Paper Group ANR 550

Paper Group ANR 550

May 5, 2019

Learning to Rank Scientific Documents from the Crowd. Efficient Multiple Incremental Computation for Kernel Ridge Regression with Bayesian Uncertainty Modeling. Using Fuzzy Logic to Leverage HTML Markup for Web Page Representation. What makes ImageNet good for transfer learning?. Note on the equivalence of hierarchical variational models and auxili …
Paper Group ANR 551

Paper Group ANR 551

May 5, 2019

Joint Sound Source Separation and Speaker Recognition. Neuro-symbolic EDA-based Optimisation using ILP-enhanced DBNs. Relational Similarity Machines. Joint Graph Decomposition and Node Labeling: Problem, Algorithms, Applications. Application of Statistical Relational Learning to Hybrid Recommendation Systems. A Non-convex One-Pass Framework for Gen …
Paper Group ANR 552

Paper Group ANR 552

May 5, 2019

SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation. Deep Convolutional Neural Network for 6-DOF Image Localization. Adversarial Influence Maximization. Learning from Binary Labels with Instance-Dependent Corruption. Mini-Batch Spectral Clustering. Robust imaging of hippocampal inner structure at 7T: in vivo acquisition protocol and me …
Paper Group ANR 553

Paper Group ANR 553

May 5, 2019

A Tutorial on Deep Neural Networks for Intelligent Systems. Natural Language Generation in Dialogue using Lexicalized and Delexicalized Data. Weighted Spectral Cluster Ensemble. Double-quantitative $γ^{\ast}-$fuzzy coverings approximation operators. Stuck in a What? Adventures in Weight Space. Towards Evidence-Based Ontology for Supporting Systemat …
Paper Group ANR 554

Paper Group ANR 554

May 5, 2019

Dynamic Hand Gesture Recognition for Wearable Devices with Low Complexity Recurrent Neural Networks. Learning Protein Dynamics with Metastable Switching Systems. A simple technique for improving multi-class classification with neural networks. Towards Robust Deep Neural Networks with BANG. A Novel Artificial Fish Swarm Algorithm for Pattern Recogni …
Paper Group ANR 555

Paper Group ANR 555

May 5, 2019

Visual Fashion-Product Search at SK Planet. Nonnegative autoencoder with simplified random neural network. Fast Learning with Nonconvex L1-2 Regularization. Probabilistic Reasoning via Deep Learning: Neural Association Models. Enablers and Inhibitors in Causal Justifications of Logic Programs. Deep Semi-Supervised Learning with Linguistically Motiv …
Paper Group ANR 556

Paper Group ANR 556

May 5, 2019

Re-identification of Humans in Crowds using Personal, Social and Environmental Constraints. Position paper: Towards an observer-oriented theory of shape comparison. A statistical model of tristimulus measurements within and between OLED displays. Geometry of Polysemy. Kannada Spell Checker with Sandhi Splitter. Density-based Denoising of Point Clou …
Paper Group ANR 557

Paper Group ANR 557

May 5, 2019

On the Semantic Relationship between Probabilistic Soft Logic and Markov Logic. Sampling Method for Fast Training of Support Vector Data Description. A Model of Virtual Carrier Immigration in Digital Images for Region Segmentation. The Symmetry of a Simple Optimization Problem in Lasso Screening. Kernel-based Generative Learning in Distortion Featu …
Paper Group ANR 558

Paper Group ANR 558

May 5, 2019

Semantic Video Segmentation by Gated Recurrent Flow Propagation. COREALMLIB: An ALM Library Translated from the Component Library. Gland Instance Segmentation Using Deep Multichannel Neural Networks. Strongly-Typed Recurrent Neural Networks. RandomOut: Using a convolutional gradient norm to rescue convolutional filters. Neuro-Symbolic Program Synth …
Paper Group ANR 559

Paper Group ANR 559

May 5, 2019

Representation of linguistic form and function in recurrent neural networks. Computer Aided Restoration of Handwritten Character Strokes. Sparse additive Gaussian process with soft interactions. Process Discovery using Inductive Miner and Decomposition. Adapting ELM to Time Series Classification: A Novel Diversified Top-k Shapelets Extraction Metho …
Paper Group ANR 560

Paper Group ANR 560

May 5, 2019

Contextual RNN-GANs for Abstract Reasoning Diagram Generation. A Survey of Voice Translation Methodologies - Acoustic Dialect Decoder. Formal Concept Analysis of Rodent Carriers of Zoonotic Disease. Measuring the Quality of Exercises. Mobile Big Data Analytics Using Deep Learning and Apache Spark. Enabling Basic Normative HRI in a Cognitive Robotic …
Paper Group ANR 561

Paper Group ANR 561

May 5, 2019

Image Colorization Using a Deep Convolutional Neural Network. PetroSurf3D - A Dataset for high-resolution 3D Surface Segmentation. Iterative Refinement for Machine Translation. Direct Visual Odometry using Bit-Planes. Filter based Taxonomy Modification for Improving Hierarchical Classification. Texture and Color-based Image Retrieval Using the Loca …
Paper Group ANR 562

Paper Group ANR 562

May 5, 2019

Dictionary Learning Strategies for Compressed Fiber Sensing Using a Probabilistic Sparse Model. Learning Null Space Projections in Operational Space Formulation. Attributes for Improved Attributes: A Multi-Task Network for Attribute Classification. Automatic measurement of vowel duration via structured prediction. Parallel Chromatic MCMC with Spati …
Paper Group ANR 563

Paper Group ANR 563

May 5, 2019

Convolutional Random Walk Networks for Semantic Image Segmentation. Sub-Sampled Newton Methods I: Globally Convergent Algorithms. Informative Planning and Online Learning with Sparse Gaussian Processes. Leaving Some Stones Unturned: Dynamic Feature Prioritization for Activity Detection in Streaming Video. Context-Aware Online Learning for Course Re …
Paper Group ANR 564

Paper Group ANR 564

May 5, 2019

Measuring and Discovering Correlations in Large Data Sets. How to avoid ethically relevant Machine Consciousness. Disaggregation of SMAP L3 Brightness Temperatures to 9km using Kernel Machines. Corpus-level Fine-grained Entity Typing Using Contextual Information. Existence of Hierarchies and Human’s Pursuit of Top Hierarchy Lead to Power Law. Learn …
Paper Group ANR 565

Paper Group ANR 565

May 5, 2019

Feasibility of Post-Editing Speech Transcriptions with a Mismatched Crowd. Dynamic Pricing with Demand Covariates. First Person Action-Object Detection with EgoNet. A Mid-level Video Representation based on Binary Descriptors: A Case Study for Pornography Detection. Learning camera viewpoint using CNN to improve 3D body pose estimation. Asymptotic …
Paper Group ANR 566

Paper Group ANR 566

May 5, 2019

A New Spectral Method for Latent Variable Models. Knowledge Graph Representation with Jointly Structural and Textual Encoding. Generating Semi-Synthetic Validation Benchmarks for Embryomics. The Singularity Controversy, Part I: Lessons Learned and Open Questions: Conclusions from the Battle on the Legitimacy of the Debate. A Comparative Analysis of …