[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 315
May 6, 2019

Paper Group ANR 315

Characterizing Quantifier Fuzzification Mechanisms: a behavioral guide for practical applications. Continuous multilinguality with language vectors. Multi-Person Tracking by Multicut and Deep Matching. Learning Support Correlation Filters for Visual Tracking. Detecting Relative Anomaly. Harnessing disordered quantum dynamics for machine learning. B …

Paper Group ANR 316

Paper Group ANR 316

May 6, 2019

Accelerating the Super-Resolution Convolutional Neural Network. Deep Convolutional Neural Networks for Microscopy-Based Point of Care Diagnostics. Inverted Bilingual Topic Models for Lexicon Extraction from Non-parallel Data. Deep Learning a Grasp Function for Grasping under Gripper Pose Uncertainty. Recent Advances in Transient Imaging: A Computer …
Paper Group ANR 317

Paper Group ANR 317

May 6, 2019

Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks. Detecting Temporally Consistent Objects in Videos through Object Class Label Propagation. Regularized Optimal Transport and the Rot Mover’s Distance. Heuristic Approaches for Generating Local Process Models through Log Projections. AdversariaLib: An …
Paper Group ANR 318

Paper Group ANR 318

May 6, 2019

SEMBED: Semantic Embedding of Egocentric Action Videos. Funnel-Structured Cascade for Multi-View Face Detection with Alignment-Awareness. Better Conditional Density Estimation for Neural Networks. Solving Combinatorial Optimization problems with Quantum inspired Evolutionary Algorithm Tuned using a Novel Heuristic Method. Kernel functions based on …
Paper Group ANR 319

Paper Group ANR 319

May 6, 2019

Moving Toward High Precision Dynamical Modelling in Hidden Markov Models. Automatic Open Knowledge Acquisition via Long Short-Term Memory Networks with Feedback Negative Sampling. Fractional Order AGC for Distributed Energy Resources Using Robust Optimization. Latent Dependency Forest Models. Understanding Non-optical Remote-sensed Images: Needs, C …
Paper Group ANR 320

Paper Group ANR 320

May 6, 2019

Rectifier Neural Network with a Dual-Pathway Architecture for Image Denoising. Understanding the Impact of Precision Quantization on the Accuracy and Energy of Neural Networks. Multimodal Classification of Events in Social Media. Knowledge Representation via Joint Learning of Sequential Text and Knowledge Graphs. Selecting the Selection. An improve …
Paper Group ANR 321

Paper Group ANR 321

May 6, 2019

Wearable Vision Detection of Environmental Fall Risks using Convolutional Neural Networks. Flows Generating Nonlinear Eigenfunctions. Simultaneous Food Localization and Recognition. Training-Free Synthesized Face Sketch Recognition Using Image Quality Assessment Metrics. Can Boosting with SVM as Week Learners Help?. Linearized GMM Kernels and Norma …
Paper Group ANR 322

Paper Group ANR 322

May 6, 2019

Deep Learning the City : Quantifying Urban Perception At A Global Scale. Learning of Generalized Low-Rank Models: A Greedy Approach. End-to-end Learning of Cost-Volume Aggregation for Real-time Dense Stereo. Operator Variational Inference. Improving analytical tomographic reconstructions through consistency conditions. Embedding based on function a …
Paper Group ANR 323

Paper Group ANR 323

May 6, 2019

A Deterministic Annealing Approach to the Multiple Traveling Salesmen and Related Problems. Social Network Processes in the Isabelle and Coq Theorem Proving Communities. PrivLogit: Efficient Privacy-preserving Logistic Regression by Tailoring Numerical Optimizers. Parallel Large-Scale Attribute Reduction on Cloud Systems. Tensor Representations via …
Paper Group ANR 324

Paper Group ANR 324

May 6, 2019

The SP Theory of Intelligence as a Foundation for the Development of a General, Human-Level Thinking Machine. Do They All Look the Same? Deciphering Chinese, Japanese and Koreans by Fine-Grained Deep Learning. Convergence of Contrastive Divergence with Annealed Learning Rate in Exponential Family. Ontology Driven Disease Incidence Detection on Twit …
Paper Group ANR 325

Paper Group ANR 325

May 6, 2019

Robust and Sparse Regression via $γ$-divergence. Genetic Architect: Discovering Genomic Structure with Learned Neural Architectures. Improving Fully Convolution Network for Semantic Segmentation. RGB-D-based Action Recognition Datasets: A Survey. Statistics of Robust Optimization: A Generalized Empirical Likelihood Approach. A Perspective on Sentim …
Paper Group ANR 326

Paper Group ANR 326

May 6, 2019

Semi-supervised Zero-Shot Learning by a Clustering-based Approach. Generative Image Modeling using Style and Structure Adversarial Networks. Variational Lossy Autoencoder. Semi-supervised Learning using Denoising Autoencoders for Brain Lesion Detection and Segmentation. Temporally Robust Global Motion Compensation by Keypoint-based Congealing. Extr …
Paper Group ANR 327

Paper Group ANR 327

May 6, 2019

Exact ICL maximization in a non-stationary temporal extension of the stochastic block model for dynamic networks. Vicious Circle Principle and Formation of Sets in ASP Based Languages. Kernels for sequentially ordered data. End-to-End Joint Learning of Natural Language Understanding and Dialogue Manager. Diagnostic Prediction Using Discomfort Drawi …
Paper Group ANR 328

Paper Group ANR 328

May 6, 2019

Bootstrapping incremental dialogue systems: using linguistic knowledge to learn from minimal data. Bayesian Model Selection of Stochastic Block Models. subgraph2vec: Learning Distributed Representations of Rooted Sub-graphs from Large Graphs. Stochastic Variance Reduction Methods for Saddle-Point Problems. Solving Systems of Random Quadratic Equati …
Paper Group ANR 329

Paper Group ANR 329

May 6, 2019

Towards Blended Reactive Planning and Acting using Behavior Trees. Object Boundary Detection and Classification with Image-level Labels. Multilinear Grammar: Ranks and Interpretations. Deep Multi-Task Learning with Shared Memory. Lexical-Morphological Modeling for Legal Text Analysis. Enhancing Genetic Algorithms using Multi Mutations. ODE - Augmen …
Paper Group ANR 330

Paper Group ANR 330

May 6, 2019

Exponential Family Embeddings. Gaussian Copula Variational Autoencoders for Mixed Data. Fast Multi-Layer Laplacian Enhancement. Statistical Learning for OCR Text Correction. Improved Achievability and Converse Bounds for Erdős-Rényi Graph Matching. An integrated Graphical User Interface for Debugging Answer Set Programs. A centralized reinforcement …
Paper Group ANR 331

Paper Group ANR 331

May 6, 2019

Multi-Agent Path Finding with Delay Probabilities. Building Machines That Learn and Think Like People. Free Lunch for Optimisation under the Universal Distribution. Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling. AI Researchers, Video Games Are Your Friends!. Deep Reinforcement Learning From Raw Pixels in Do …
Paper Group ANR 332

Paper Group ANR 332

May 6, 2019

Exploiting Cyclic Symmetry in Convolutional Neural Networks. Computational Narrative Intelligence: A Human-Centered Goal for Artificial Intelligence. Optimizing positional scoring rules for rank aggregation. Selective Unsupervised Feature Learning with Convolutional Neural Network (S-CNN). Challenges of Feature Selection for Big Data Analytics. Exa …
Paper Group ANR 333

Paper Group ANR 333

May 6, 2019

Learning Spatially Regularized Correlation Filters for Visual Tracking. Track Facial Points in Unconstrained Videos. Pilot Testing an Artificial Intelligence Algorithm That Selects Homeless Youth Peer Leaders Who Promote HIV Testing. Tensor Methods and Recommender Systems. Recurrent 3D Attentional Networks for End-to-End Active Object Recognition. …
Paper Group ANR 334

Paper Group ANR 334

May 6, 2019

Scaling up Dynamic Topic Models. Discovering Useful Parts for Pose Estimation in Sparsely Annotated Datasets. Liquid Democracy: An Analysis in Binary Aggregation and Diffusion. Advances in Very Deep Convolutional Neural Networks for LVCSR. Dynamic Scene Deblurring using a Locally Adaptive Linear Blur Model. Support Vector Machines and Generalisatio …
Paper Group ANR 335

Paper Group ANR 335

May 6, 2019

On Multiplicative Multitask Feature Learning. High-Performance Computing for Scheduling Decision Support: A Parallel Depth-First Search Heuristic. Caveats on Bayesian and hidden-Markov models (v2.8). Analyzing the Affect of a Group of People Using Multi-modal Framework. Non-linear Dimensionality Regularizer for Solving Inverse Problems. Incremental …
Paper Group ANR 336

Paper Group ANR 336

May 6, 2019

Photo-Quality Evaluation based on Computational Aesthetics: Review of Feature Extraction Techniques. Space-Filling Curves as a Novel Crystal Structure Representation for Machine Learning Models. Ms. Pac-Man Versus Ghost Team CIG 2016 Competition. A First Attempt to Cloud-Based User Verification in Distributed System. Heart Beat Characterization fro …
Paper Group ANR 337

Paper Group ANR 337

May 6, 2019

CUNet: A Compact Unsupervised Network for Image Classification. Reshaped Wirtinger Flow and Incremental Algorithm for Solving Quadratic System of Equations. SynsetRank: Degree-adjusted Random Walk for Relation Identification. X-ray Scattering Image Classification Using Deep Learning. DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification. …
Paper Group ANR 338

Paper Group ANR 338

May 6, 2019

Kernelized Covariance for Action Recognition. Comment on “Why does deep and cheap learning work so well?” [arXiv:1608.08225]. Dynamic change-point detection using similarity networks. HoneyFaces: Increasing the Security and Privacy of Authentication Using Synthetic Facial Images. gLOP: the global and Local Penalty for Capturing Predictive Heterogen …
Paper Group ANR 339

Paper Group ANR 339

May 6, 2019

Semiparametric energy-based probabilistic models. VLSI Extreme Learning Machine: A Design Space Exploration. Permutation-equivariant neural networks applied to dynamics prediction. Time Series Structure Discovery via Probabilistic Program Synthesis. Supervised Term Weighting Metrics for Sentiment Analysis in Short Text. Phase-Mapper: An AI Platform …
Paper Group ANR 340

Paper Group ANR 340

May 6, 2019

Multi-Scale Anisotropic Fourth-Order Diffusion Improves Ridge and Valley Localization. User Personalized Satisfaction Prediction via Multiple Instance Deep Learning. Context Trees: Augmenting Geospatial Trajectories with Context. New version of Gram-Schmidt Process with inverse for Signal and Image Processing. Efficiency of active learning for the …
Paper Group ANR 341

Paper Group ANR 341

May 6, 2019

Microstructure Representation and Reconstruction of Heterogeneous Materials via Deep Belief Network for Computational Material Design. Automatic and Manual Segmentation of Hippocampus in Epileptic Patients MRI. Towards information based spatiotemporal patterns as a foundation for agent representation in dynamical systems. Batched Lazy Decision Tree …
Paper Group ANR 342

Paper Group ANR 342

May 6, 2019

Encoding monotonic multi-set preferences using CI-nets: preliminary report. Low Latency Anomaly Detection and Bayesian Network Prediction of Anomaly Likelihood. Combining complex networks and data mining: why and how. A New Hierarchical Redundancy Eliminated Tree Augmented Naive Bayes Classifier for Coping with Gene Ontology-based Features. Distrib …