[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 721
July 27, 2019

Paper Group ANR 721

Nonparametric Online Regression while Learning the Metric. The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations through Sexual Evolutionary Synthesis. Compressive Sensing Approaches for Autonomous Object Detection in Video Sequences. Fast, Accurate and Fully Parallelizable Digital Image Correlation. Image Segmentatio …

Paper Group ANR 722

Paper Group ANR 722

July 27, 2019

Solving $\ell^p!$-norm regularization with tensor kernels. Deep Learning for automatic sale receipt understanding. Gaussian Filter in CRF Based Semantic Segmentation. Q-Learning Algorithm for VoLTE Closed-Loop Power Control in Indoor Small Cells. Fast LIDAR-based Road Detection Using Fully Convolutional Neural Networks. Learning to segment on tiny …
Paper Group ANR 723

Paper Group ANR 723

July 27, 2019

Reinforcing Adversarial Robustness using Model Confidence Induced by Adversarial Training. Kiwi - A Minimalist CP Solver. Survey of modern Fault Diagnosis methods in networks. Megapixel Size Image Creation using Generative Adversarial Networks. Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization. Challenging Language-Dep …
Paper Group ANR 724

Paper Group ANR 724

July 27, 2019

Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models. Ensembling Factored Neural Machine Translation Models for Automatic Post-Editing and Quality Estimation. Deep Learning for Computational Chemistry. Generalized Zero-Shot Learning for Action Recognition with Web-Scale Video Data. Fine-grained Visual-textual Representation …
Paper Group ANR 725

Paper Group ANR 725

July 27, 2019

Embedding Tarskian Semantics in Vector Spaces. The variational Laplace approach to approximate Bayesian inference. Light Field Blind Motion Deblurring. Fixed effects testing in high-dimensional linear mixed models. Discrete Gyrator Transforms: Computational Algorithms and Applications. Political Homophily in Independence Movements: Analysing and Cl …
Paper Group ANR 726

Paper Group ANR 726

July 27, 2019

Modeling Information Flow Through Deep Neural Networks. Kernel Approximation Methods for Speech Recognition. Ultra-Fast Reactive Transport Simulations When Chemical Reactions Meet Machine Learning: Chemical Equilibrium. Multi-label Class-imbalanced Action Recognition in Hockey Videos via 3D Convolutional Neural Networks. Structure Optimization for …
Paper Group ANR 727

Paper Group ANR 727

July 27, 2019

Food Recognition using Fusion of Classifiers based on CNNs. Distributed Evolutionary k-way Node Separators. Exploring Food Detection using CNNs. Probabilistic Global Scale Estimation for MonoSLAM Based on Generic Object Detection. MIT Advanced Vehicle Technology Study: Large-Scale Naturalistic Driving Study of Driver Behavior and Interaction with A …
Paper Group ANR 728

Paper Group ANR 728

July 27, 2019

Sequence to Sequence Learning for Event Prediction. Solving differential equations with unknown constitutive relations as recurrent neural networks. Structured Black Box Variational Inference for Latent Time Series Models. Single-trial P300 Classification using PCA with LDA, QDA and Neural Networks. Rotational Subgroup Voting and Pose Clustering fo …
Paper Group ANR 729

Paper Group ANR 729

July 27, 2019

Fast spatial inference in the homogeneous Ising model. Real-time convolutional networks for sonar image classification in low-power embedded systems. Inferring Narrative Causality between Event Pairs in Films. Revisiting the Design Issues of Local Models for Japanese Predicate-Argument Structure Analysis. DocTag2Vec: An Embedding Based Multi-label …
Paper Group ANR 730

Paper Group ANR 730

July 27, 2019

BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems. A Network Perspective on Stratification of Multi-Label Data. Infrastructure for Usable Machine Learning: The Stanford DAWN Project. Exploring Convolutional Networks for End-to-End Visual Servoing. How big is big enough? Unsupervised word sense dis …
Paper Group ANR 731

Paper Group ANR 731

July 27, 2019

Cross-modal Common Representation Learning by Hybrid Transfer Network. The Expressive Power of Neural Networks: A View from the Width. Kill Two Birds with One Stone: Weakly-Supervised Neural Network for Image Annotation and Tag Refinement. Critical Points of Neural Networks: Analytical Forms and Landscape Properties. 3DContextNet: K-d Tree Guided H …
Paper Group ANR 732

Paper Group ANR 732

July 27, 2019

An Introduction to the Practical and Theoretical Aspects of Mixture-of-Experts Modeling. Inference of Fine-Grained Event Causality from Blogs and Films. Clonal analysis of newborn hippocampal dentate granule cell proliferation and development in temporal lobe epilepsy. Large-Scale Goodness Polarity Lexicons for Community Question Answering. Dimensi …
Paper Group ANR 733

Paper Group ANR 733

July 27, 2019

Recovering True Classifier Performance in Positive-Unlabeled Learning. Loss Max-Pooling for Semantic Image Segmentation. Structured Optimal Transport. Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations. SolarisNet: A Deep Regression Network for Solar Radiation Prediction. Mastering Sketching: Adver …
Paper Group ANR 734

Paper Group ANR 734

July 27, 2019

SyntaxNet Models for the CoNLL 2017 Shared Task. Predictive Coding for Dynamic Visual Processing: Development of Functional Hierarchy in a Multiple Spatio-Temporal Scales RNN Model. Evolution in Virtual Worlds. Deep Over-sampling Framework for Classifying Imbalanced Data. A Machine Learning Based Intrusion Detection System for Software Defined 5G N …
Paper Group ANR 735

Paper Group ANR 735

July 27, 2019

Structure Learning of $H$-colorings. Monocular Navigation in Large Scale Dynamic Environments. Pyramidal Gradient Matching for Optical Flow Estimation. Crowdsourcing Predictors of Residential Electric Energy Usage. On Quadratic Convergence of DC Proximal Newton Algorithm for Nonconvex Sparse Learning in High Dimensions. Ensemble Classifier for Eye …
Paper Group ANR 736

Paper Group ANR 736

July 27, 2019

Large-Scale Online Semantic Indexing of Biomedical Articles via an Ensemble of Multi-Label Classification Models. iVQA: Inverse Visual Question Answering. Deep Generative Filter for Motion Deblurring. Convergence Analysis of l0-RLS Adaptive Filter. Gravitational Clustering: A Simple, Robust and Adaptive Approach for Distributed Networks. GQ($λ$) Qu …
Paper Group ANR 737

Paper Group ANR 737

July 27, 2019

A projection pursuit framework for testing general high-dimensional hypothesis. Attention-Based End-to-End Speech Recognition on Voice Search. ResumeVis: A Visual Analytics System to Discover Semantic Information in Semi-structured Resume Data. An Exploration of Neural Sequence-to-Sequence Architectures for Automatic Post-Editing. Robust features f …
Paper Group ANR 738

Paper Group ANR 738

July 27, 2019

Re-evaluating the need for Modelling Term-Dependence in Text Classification Problems. Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods. On Nesting Monte Carlo Estimators. Attended End-to-end Architecture for Age Estimation from Facial Expression Videos. DeformNet: Free-Form Deformation Network for 3D Shape Re …
Paper Group ANR 739

Paper Group ANR 739

July 27, 2019

Phase Transitions in Approximate Ranking. Low Precision Neural Networks using Subband Decomposition. Solving Uncalibrated Photometric Stereo Using Fewer Images by Jointly Optimizing Low-rank Matrix Completion and Integrability. Learning Deep Mean Field Games for Modeling Large Population Behavior. Joint Denoising / Compression of Image Contours via …
Paper Group ANR 740

Paper Group ANR 740

July 27, 2019

Content-Based Image Retrieval Based on Late Fusion of Binary and Local Descriptors. On overfitting and asymptotic bias in batch reinforcement learning with partial observability. Development of JavaScript-based deep learning platform and application to distributed training. Meta-Learning for Resampling Recommendation Systems. Analysing Soccer Games …
Paper Group ANR 741

Paper Group ANR 741

July 27, 2019

Tracking the Trackers: An Analysis of the State of the Art in Multiple Object Tracking. Few-Shot Adversarial Domain Adaptation. Exploring Human-like Attention Supervision in Visual Question Answering. Network Vector: Distributed Representations of Networks with Global Context. Tree-Structured Neural Machine for Linguistics-Aware Sentence Generation …
Paper Group ANR 742

Paper Group ANR 742

July 27, 2019

Stochastic Configuration Networks: Fundamentals and Algorithms. A Computational Framework for Multi-Modal Social Action Identification. Recursive Binary Neural Network Learning Model with 2.28b/Weight Storage Requirement. Source-side Prediction for Neural Headline Generation. A Probabilistic Framework for Nonlinearities in Stochastic Neural Network …
Paper Group ANR 743

Paper Group ANR 743

July 27, 2019

Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation. The cognitive roots of regularization in language. Generalized Linear Model Regression under Distance-to-set Penalties. ArbiText: Arbitrary-Oriented Text Detection in Unconstrained Scene. Semi-Supervised Generation with Cluster-aware Generative Models. U …
Paper Group ANR 744

Paper Group ANR 744

July 27, 2019

Online Convex Optimization with Stochastic Constraints. ADA: A Game-Theoretic Perspective on Data Augmentation for Object Detection. Predicting Auction Price of Vehicle License Plate with Deep Recurrent Neural Network. Abstract Syntax Networks for Code Generation and Semantic Parsing. DeepFeat: A Bottom Up and Top Down Saliency Model Based on Deep …
Paper Group ANR 745

Paper Group ANR 745

July 27, 2019

Regret Analysis for Continuous Dueling Bandit. Bandits with Movement Costs and Adaptive Pricing. Improving Content-Invariance in Gated Autoencoders for 2D and 3D Object Rotation. Diversification-Based Learning in Computing and Optimization. Deep Reinforcement Learning for High Precision Assembly Tasks. Discriminant Projection Representation-based C …
Paper Group ANR 746

Paper Group ANR 746

July 27, 2019

Learning Spatial-Aware Regressions for Visual Tracking. Impulsive noise removal from color images with morphological filtering. Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification. An Improved Video Analysis using Context based Extension of LSH. Dense-Captioning Events in Videos. Learni …
Paper Group ANR 747

Paper Group ANR 747

July 27, 2019

The Heterogeneous Ensembles of Standard Classification Algorithms (HESCA): the Whole is Greater than the Sum of its Parts. 3D Object Discovery and Modeling Using Single RGB-D Images Containing Multiple Object Instances. Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product gene …
Paper Group ANR 748

Paper Group ANR 748

July 27, 2019

Motion Artifact Detection in Confocal Laser Endomicroscopy Images. Rapid Adaptation with Conditionally Shifted Neurons. Natural Language Inference from Multiple Premises. On the Power of Learning from $k$-Wise Queries. Interpreting Deep Visual Representations via Network Dissection. DeepSketch2Face: A Deep Learning Based Sketching System for 3D Fac …