[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 259
May 6, 2019

Paper Group ANR 259

Cognitive Deep Machine Can Train Itself. TODIM and TOPSIS with Z-numbers. A General Framework for Density Based Time Series Clustering Exploiting a Novel Admissible Pruning Strategy. Deep Learning with Sets and Point Clouds. Optimized clothes segmentation to boost gender classification in unconstrained scenarios. Kernel Bandwidth Selection for SVDD …

Paper Group ANR 260

Paper Group ANR 260

May 6, 2019

Rotation Invariant Angular Descriptor Via A Bandlimited Gaussian-like Kernel. Understanding and Mapping Natural Beauty. Application of multiview techniques to NHANES dataset. Semi-Supervised Classification Based on Classification from Positive and Unlabeled Data. Automated Prediction of Temporal Relations. Super-Resolution Reconstruction of Electri …
Paper Group ANR 261

Paper Group ANR 261

May 6, 2019

Towards Empathetic Human-Robot Interactions. Modeling and Estimation of Discrete-Time Reciprocal Processes via Probabilistic Graphical Models. Adaptive Regularization in Convex Composite Optimization for Variational Imaging Problems. Adaptive Frequency Cepstral Coefficients for Word Mispronunciation Detection. Meta-Path Guided Embedding for Similar …
Paper Group ANR 262

Paper Group ANR 262

May 6, 2019

Rigid Slice-To-Volume Medical Image Registration through Markov Random Fields. Deep API Learning. Multimodal Remote Sensing Image Registration with Accuracy Estimation at Local and Global Scales. Automated assessment of non-native learner essays: Investigating the role of linguistic features. Relative Error Embeddings for the Gaussian Kernel Distan …
Paper Group ANR 263

Paper Group ANR 263

May 6, 2019

An artificial intelligence tool for heterogeneous team formation in the classroom. Online Learning of Portfolio Ensembles with Sector Exposure Regularization. HDRFusion: HDR SLAM using a low-cost auto-exposure RGB-D sensor. Fast and Accurate Surface Normal Integration on Non-Rectangular Domains. A Gaussian Mixture MRF for Model-Based Iterative Reco …
Paper Group ANR 264

Paper Group ANR 264

May 6, 2019

Local Minimax Complexity of Stochastic Convex Optimization. Distributed Processing of Biosignal-Database for Emotion Recognition with Mahout. Automatic Extraction of Causal Relations from Natural Language Texts: A Comprehensive Survey. Hybrid CPU-GPU Framework for Network Motifs. Optimal Binary Autoencoding with Pairwise Correlations. Multi-task an …
Paper Group ANR 265

Paper Group ANR 265

May 6, 2019

Human Pose Estimation from Depth Images via Inference Embedded Multi-task Learning. Winning Arguments: Interaction Dynamics and Persuasion Strategies in Good-faith Online Discussions. A Computational Approach to Automatic Prediction of Drunk Texting. Nonparametric Regression with Adaptive Truncation via a Convex Hierarchical Penalty. Computer Assis …
Paper Group ANR 266

Paper Group ANR 266

May 6, 2019

Adapting Sampling Interval of Sensor Networks Using On-Line Reinforcement Learning. Towards a Mathematical Understanding of the Difficulty in Learning with Feedforward Neural Networks. Near-Optimal Active Learning of Halfspaces via Query Synthesis in the Noisy Setting. A Deep Neural Network for Chinese Zero Pronoun Resolution. Articulated Clinician …
Paper Group ANR 267

Paper Group ANR 267

May 6, 2019

On the Diagnostic of Road Pathway Visibility. Beyond knowing that: a new generation of epistemic logics. Non-Negative Matrix Factorizations for Multiplex Network Analysis. Tensor Ring Decomposition. The “Sprekend Nederland” project and its application to accent location. What is the distribution of the number of unique original items in a bootstrap …
Paper Group ANR 268

Paper Group ANR 268

May 6, 2019

Multi-level Contextual RNNs with Attention Model for Scene Labeling. Active Sensing of Social Networks. Improving the Accuracy of Stereo Visual Odometry Using Visual Illumination Estimation. Exploiting Facial Landmarks for Emotion Recognition in the Wild. On the Worst-case Communication Overhead for Distributed Data Shuffling. Programming in logic …
Paper Group ANR 269

Paper Group ANR 269

May 6, 2019

Q($λ$) with Off-Policy Corrections. Time and Activity Sequence Prediction of Business Process Instances. Singularity structures and impacts on parameter estimation in finite mixtures of distributions. Content Selection in Data-to-Text Systems: A Survey. Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale. A Bayesian Appr …
Paper Group ANR 270

Paper Group ANR 270

May 6, 2019

The infochemical core. ALLSAT compressed with wildcards: From CNF’s to orthogonal DNF’s by imposing the clauses one by one. Observational-Interventional Priors for Dose-Response Learning. Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks. The Virtual Electromagnetic Interaction between Digital Images for …
Paper Group ANR 271

Paper Group ANR 271

May 6, 2019

A Growing Long-term Episodic & Semantic Memory. Co-Occuring Directions Sketching for Approximate Matrix Multiply. A Closed Form Solution to Multi-View Low-Rank Regression. From quantum foundations via natural language meaning to a theory of everything. Semantic Parsing with Semi-Supervised Sequential Autoencoders. Generating Binary Tags for Fast Me …
Paper Group ANR 272

Paper Group ANR 272

May 6, 2019

A Context-aware Attention Network for Interactive Question Answering. Reparameterization trick for discrete variables. Limitations and Alternatives for the Evaluation of Large-scale Link Prediction. Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition. On the consistency of inversion-free parameter est …
Paper Group ANR 273

Paper Group ANR 273

May 6, 2019

Sparse principal component regression for generalized linear models. Can Turing machine be curious about its Turing test results? Three informal lectures on physics of intelligence. Classifying discourse in a CSCL platform to evaluate correlations with Teacher Participation and Progress. Deep Extreme Feature Extraction: New MVA Method for Searching …
Paper Group ANR 274

Paper Group ANR 274

May 6, 2019

Evaluation of Protein Structural Models Using Random Forests. Detecting and Extracting Events from Text Documents. Property-driven State-Space Coarsening for Continuous Time Markov Chains. Average-case Hardness of RIP Certification. Convolutional Tables Ensemble: classification in microseconds. Learning Robust Video Synchronization without Annotati …
Paper Group ANR 275

Paper Group ANR 275

May 6, 2019

Evaluating the Performance of Offensive Linemen in the NFL. Combinatorially Generated Piecewise Activation Functions. Comparison-based Image Quality Assessment for Parameter Selection. Automated Visual Fin Identification of Individual Great White Sharks. Clustering and Community Detection with Imbalanced Clusters. On model architecture for a childr …
Paper Group ANR 276

Paper Group ANR 276

May 6, 2019

DeepPicker: a Deep Learning Approach for Fully Automated Particle Picking in Cryo-EM. Non-Local Color Image Denoising with Convolutional Neural Networks. A Discontinuous Neural Network for Non-Negative Sparse Approximation. Active Discriminative Text Representation Learning. GraphPrints: Towards a Graph Analytic Method for Network Anomaly Detection …
Paper Group ANR 277

Paper Group ANR 277

May 6, 2019

Screen Content Image Segmentation Using Sparse Decomposition and Total Variation Minimization. Secure Approximation Guarantee for Cryptographically Private Empirical Risk Minimization. A Benchmark and Comparison of Active Learning for Logistic Regression. Convex Formulation for Kernel PCA and its Use in Semi-Supervised Learning. Harmonic Networks: …
Paper Group ANR 278

Paper Group ANR 278

May 6, 2019

Choice by Elimination via Deep Neural Networks. RhoanaNet Pipeline: Dense Automatic Neural Annotation. Graph Aggregation. TopicResponse: A Marriage of Topic Modelling and Rasch Modelling for Automatic Measurement in MOOCs. Surrogate-Assisted Partial Order-based Evolutionary Optimisation. Which Learning Algorithms Can Generalize Identity-Based Rules …
Paper Group ANR 279

Paper Group ANR 279

May 6, 2019

Funneled Bayesian Optimization for Design, Tuning and Control of Autonomous Systems. Convex Relaxation Regression: Black-Box Optimization of Smooth Functions by Learning Their Convex Envelopes. Task Specific Adversarial Cost Function. Global Continuous Optimization with Error Bound and Fast Convergence. Swipe Mosaics from Video. Observing and Recom …
Paper Group ANR 280

Paper Group ANR 280

May 6, 2019

Unsupervised Video Segmentation via Spatio-Temporally Nonlocal Appearance Learning. Click Carving: Segmenting Objects in Video with Point Clicks. Adaptive Maximization of Pointwise Submodular Functions With Budget Constraint. Predicting Student Dropout in Higher Education. A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching. Learning h …
Paper Group ANR 281

Paper Group ANR 281

May 6, 2019

Speaker Cluster-Based Speaker Adaptive Training for Deep Neural Network Acoustic Modeling. Online Trajectory Segmentation and Summary With Applications to Visualization and Retrieval. Sparse Convex Clustering. Weakly Supervised PLDA Training. Technical Report: Directed Controller Synthesis of Discrete Event Systems. Bit-Planes: Dense Subpixel Align …
Paper Group ANR 282

Paper Group ANR 282

May 6, 2019

Empirically Grounded Agent-Based Models of Innovation Diffusion: A Critical Review. Leveraging Recurrent Neural Networks for Multimodal Recognition of Social Norm Violation in Dialog. TreeView: Peeking into Deep Neural Networks Via Feature-Space Partitioning. Variable-Length Hashing. On the Reducibility of Submodular Functions. Live Orchestral Pian …
Paper Group ANR 283

Paper Group ANR 283

May 6, 2019

Precise neural network computation with imprecise analog devices. Context-Aware Adaptive Framework for e-Health Monitoring. Automatic Selection of Context Configurations for Improved Class-Specific Word Representations. Classification and Learning-to-rank Approaches for Cross-Device Matching at CIKM Cup 2016. Two-Level Structural Sparsity Regulariz …
Paper Group ANR 284

Paper Group ANR 284

May 6, 2019

Actively Learning Hemimetrics with Applications to Eliciting User Preferences. Accelerating Deep Neural Network Training with Inconsistent Stochastic Gradient Descent. Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification. Active Uncertainty Calibration in Bayesian ODE Solvers. Manifold Approximatio …
Paper Group ANR 285

Paper Group ANR 285

May 6, 2019

Compressive K-means. Should Terminology Principles be re-examined?. The Univariate Flagging Algorithm (UFA): a Fully-Automated Approach for Identifying Optimal Thresholds in Data. Modeling the Sequence of Brain Volumes by Local Mesh Models for Brain Decoding. Online Rules for Control of False Discovery Rate and False Discovery Exceedance. Dynamical …
Paper Group ANR 286

Paper Group ANR 286

May 6, 2019

Learning for Biomedical Information Extraction: Methodological Review of Recent Advances. How Deep Neural Networks Can Improve Emotion Recognition on Video Data. On the Application of Support Vector Machines to the Prediction of Propagation Losses at 169 MHz for Smart Metering Applications. Understanding and Improving Convolutional Neural Networks …