[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 511
May 5, 2019

Paper Group ANR 511

Kernel-Based Structural Equation Models for Topology Identification of Directed Networks. Extending DLR with Labelled Tuples, Projections, Functional Dependencies and Objectification (full version). “Knowing value” logic as a normal modal logic. On the uniform one-dimensional fragment. Baseline CNN structure analysis for facial expression recogniti …

Paper Group ANR 512

Paper Group ANR 512

May 5, 2019

The subset-matched Jaccard index for evaluation of Segmentation for Plant Images. UTA-poly and UTA-splines: additive value functions with polynomial marginals. The polysemy of the words that children learn over time. Relevant sparse codes with variational information bottleneck. A Self-Paced Regularization Framework for Multi-Label Learning. Learni …
Paper Group ANR 513

Paper Group ANR 513

May 5, 2019

On the Influence of Momentum Acceleration on Online Learning. Sparse Subspace Clustering via Diffusion Process. An MM Algorithm for Split Feasibility Problems. Scalable Text Mining with Sparse Generative Models. A General Family of Trimmed Estimators for Robust High-dimensional Data Analysis. Top-$K$ Ranking from Pairwise Comparisons: When Spectral …
Paper Group ANR 514

Paper Group ANR 514

May 5, 2019

Learning Preferences for Manipulation Tasks from Online Coactive Feedback. Causal Discovery from Subsampled Time Series Data by Constraint Optimization. Learning in Implicit Generative Models. Reordering rules for English-Hindi SMT. Correspondence Insertion for As-Projective-As-Possible Image Stitching. Hankel Matrix Nuclear Norm Regularized Tensor …
Paper Group ANR 515

Paper Group ANR 515

May 5, 2019

Motifs in Temporal Networks. Innovated scalable efficient estimation in ultra-large Gaussian graphical models. Alleviating Overfitting for Polysemous Words for Word Representation Estimation Using Lexicons. An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data. Evaluating the Performance of a Speech Recogniti …
Paper Group ANR 516

Paper Group ANR 516

May 5, 2019

Accelerated Variance Reduced Block Coordinate Descent. Identifying Designs from Incomplete, Fragmented Cultural Heritage Objects by Curve-Pattern Matching. A globally-applicable disease ontology for biosurveillance; Anthology of Biosurveillance Diseases (ABD). From A to Z: Supervised Transfer of Style and Content Using Deep Neural Network Generator …
Paper Group ANR 517

Paper Group ANR 517

May 5, 2019

Herding Generalizes Diverse M -Best Solutions. Deep unsupervised learning through spatial contrasting. WEPSAM: Weakly Pre-Learnt Saliency Model. A heuristic algorithm for a single vehicle static bike sharing rebalancing problem. Deep Tracking on the Move: Learning to Track the World from a Moving Vehicle using Recurrent Neural Networks. deepTarget: …
Paper Group ANR 518

Paper Group ANR 518

May 5, 2019

Constrained Cohort Intelligence using Static and Dynamic Penalty Function Approach for Mechanical Components Design. A probabilistic model for the numerical solution of initial value problems. Multichannel Variable-Size Convolution for Sentence Classification. Graphical RNN Models. Hyperspectral Unmixing with Endmember Variability using Partial Mem …
Paper Group ANR 519

Paper Group ANR 519

May 5, 2019

Dependency Language Models for Transition-based Dependency Parsing. Automatic Event Detection for Signal-based Surveillance. Adaptive Skills, Adaptive Partitions (ASAP). Diversity in Object Proposals. Neural Emoji Recommendation in Dialogue Systems. Deep Convolutional Networks as Models of Generalization and Blending Within Visual Creativity. Vista …
Paper Group ANR 520

Paper Group ANR 520

May 5, 2019

Kernel Alignment for Unsupervised Transfer Learning. How do people explore virtual environments?. Identification of Cancer Patient Subgroups via Smoothed Shortest Path Graph Kernel. Viral Search algorithm. Feature Selection with the R Package MXM: Discovering Statistically-Equivalent Feature Subsets. Holistic Features For Real-Time Crowd Behaviour …
Paper Group ANR 521

Paper Group ANR 521

May 5, 2019

Re-evaluating Automatic Metrics for Image Captioning. ConfidentCare: A Clinical Decision Support System for Personalized Breast Cancer Screening. An Axiomatic Approach to Routing. Automated Big Text Security Classification. A large scale study of SVM based methods for abstract screening in systematic reviews. Reinforcement Learning With Temporal Lo …
Paper Group ANR 522

Paper Group ANR 522

May 5, 2019

3D Shape Induction from 2D Views of Multiple Objects. Generalizing Skills with Semi-Supervised Reinforcement Learning. Vocabulary Selection Strategies for Neural Machine Translation. Random Forest for Label Ranking. Predictive modelling of football injuries. Multivariate Industrial Time Series with Cyber-Attack Simulation: Fault Detection Using an …
Paper Group ANR 523

Paper Group ANR 523

May 5, 2019

Spoofing 2D Face Detection: Machines See People Who Aren’t There. Training Neural Networks Without Gradients: A Scalable ADMM Approach. Model-Free Trajectory-based Policy Optimization with Monotonic Improvement. A Neural Architecture Mimicking Humans End-to-End for Natural Language Inference. Automatic TM Cleaning through MT and POS Tagging: Autode …
Paper Group ANR 524

Paper Group ANR 524

May 5, 2019

GANS for Sequences of Discrete Elements with the Gumbel-softmax Distribution. The ACRV Picking Benchmark (APB): A Robotic Shelf Picking Benchmark to Foster Reproducible Research. A Local-Global Approach to Semantic Segmentation in Aerial Images. Learning an Invariant Hilbert Space for Domain Adaptation. Learning Social Circles in Ego Networks based …
Paper Group ANR 525

Paper Group ANR 525

May 5, 2019

The Mythos of Model Interpretability. Understanding Probabilistic Sparse Gaussian Process Approximations. Structured Stochastic Linear Bandits. Social-sparsity brain decoders: faster spatial sparsity. Distributed Hessian-Free Optimization for Deep Neural Network. Reward Augmented Maximum Likelihood for Neural Structured Prediction. Finding the diff …
Paper Group ANR 526

Paper Group ANR 526

May 5, 2019

Toward Game Level Generation from Gameplay Videos. Grounding object perception in a naive agent’s sensorimotor experience. Using Social Networks to Aid Homeless Shelters: Dynamic Influence Maximization under Uncertainty - An Extended Version. Learning Kernels for Structured Prediction using Polynomial Kernel Transformations. Feature-based Recursive …
Paper Group ANR 527

Paper Group ANR 527

May 5, 2019

Graphical Model Sketch. Using Apache Lucene to Search Vector of Locally Aggregated Descriptors. Smoothing parameter estimation framework for IBM word alignment models. High Dimensional Inference with Random Maximum A-Posteriori Perturbations. ROOT13: Spotting Hypernyms, Co-Hyponyms and Randoms. Unsupervised preprocessing for Tactile Data. Linear Hy …
Paper Group ANR 528

Paper Group ANR 528

May 5, 2019

Binary Subspace Coding for Query-by-Image Video Retrieval. The ground truth about metadata and community detection in networks. Trust from the past: Bayesian Personalized Ranking based Link Prediction in Knowledge Graphs. Gibberish Semantics: How Good is Russian Twitter in Word Semantic Similarity Task?. Towards Self-explanatory Ontology Visualizat …
Paper Group ANR 529

Paper Group ANR 529

May 5, 2019

Using Artificial Intelligence to Identify State Secrets. Hierarchical Question Answering for Long Documents. Encoding Data for HTM Systems. Improving abcdSAT by At-Least-One Recently Used Clause Management Strategy. Kalman’s shrinkage for wavelet-based despeckling of SAR images. Generalising the Discriminative Restricted Boltzmann Machine. Automati …
Paper Group ANR 530

Paper Group ANR 530

May 5, 2019

A Unit Selection Methodology for Music Generation Using Deep Neural Networks. DCNNs on a Diet: Sampling Strategies for Reducing the Training Set Size. Submodular Variational Inference for Network Reconstruction. Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods. Performance Improvements of Probabilistic Transcript-a …
Paper Group ANR 531

Paper Group ANR 531

May 5, 2019

An efficient high-probability algorithm for Linear Bandits. Semi-Coupled Two-Stream Fusion ConvNets for Action Recognition at Extremely Low Resolutions. FAST: A Framework to Accelerate Super-Resolution Processing on Compressed Videos. A Semantic Analyzer for the Comprehension of the Spontaneous Arabic Speech. VRPBench: A Vehicle Routing Benchmark T …
Paper Group ANR 532

Paper Group ANR 532

May 5, 2019

Bio-Inspired Spiking Convolutional Neural Network using Layer-wise Sparse Coding and STDP Learning. Log-Normal Matrix Completion for Large Scale Link Prediction. Simple Question Answering by Attentive Convolutional Neural Network. Siamese convolutional networks based on phonetic features for cognate identification. Near-Infrared Coloring via a Cont …
Paper Group ANR 533

Paper Group ANR 533

May 5, 2019

Human Pose Estimation in Space and Time using 3D CNN. Efficient Calculation of Bigram Frequencies in a Corpus of Short Texts. Detection and Visualization of Endoleaks in CT Data for Monitoring of Thoracic and Abdominal Aortic Aneurysm Stents. Evaluating Urbanization from Satellite and Aerial Images by means of a statistical approach to the texture …
Paper Group ANR 534

Paper Group ANR 534

May 5, 2019

Modelling Creativity: Identifying Key Components through a Corpus-Based Approach. Computational Drug Repositioning Using Continuous Self-controlled Case Series. Super-resolution reconstruction of hyperspectral images via low rank tensor modeling and total variation regularization. Why is Differential Evolution Better than Grid Search for Tuning Def …
Paper Group ANR 535

Paper Group ANR 535

May 5, 2019

DynaNewton - Accelerating Newton’s Method for Machine Learning. DOLPHIn - Dictionary Learning for Phase Retrieval. Active Robust Learning. Overview of Annotation Creation: Processes & Tools. From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur. A Deep Primal-Dual Network for Guided Depth Super-Resolution. …
Paper Group ANR 536

Paper Group ANR 536

May 5, 2019

Relevant based structure learning for feature selection. Explaining Radiological Emphysema Subtypes with Unsupervised Texture Prototypes: MESA COPD Study. Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds. Semantic Jitter: Dense Supervision for Visual Comparisons via Synthetic Images. Adversarial Top-$K$ Ranking. Compression of …
Paper Group ANR 537

Paper Group ANR 537

May 5, 2019

Emulating Human Conversations using Convolutional Neural Network-based IR. Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning. Earliness-Aware Deep Convolutional Networks for Early Time Series Classification. Learning Purposeful Behaviour in the Absence of Rewards. An Application of Network Lass …
Paper Group ANR 538

Paper Group ANR 538

May 5, 2019

VoxML: A Visualization Modeling Language. Robust Moving Objects Detection in Lidar Data Exploiting Visual Cues. Brain4Cars: Car That Knows Before You Do via Sensory-Fusion Deep Learning Architecture. An Image Dataset of Text Patches in Everyday Scenes. Robust Image Descriptors for Real-Time Inter-Examination Retargeting in Gastrointestinal Endoscop …