[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1045
October 16, 2019

Paper Group ANR 1045

Cross-lingual Semantic Parsing. Hierarchical Selective Recruitment in Linear-Threshold Brain Networks – Part I: Single-Layer Dynamics and Selective Inhibition. Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data. Gender Bias in Neural Natural Language Processing. Predicting the Future with Transformational State …

Paper Group ANR 1046

Paper Group ANR 1046

October 16, 2019

Joint Vertebrae Identification and Localization in Spinal CT Images by Combining Short- and Long-Range Contextual Information. Precise Temporal Action Localization by Evolving Temporal Proposals. Neural machine translation framework based cross-lingual document vector with distance constraint training. Highly Automated Learning for Improved Active …
Paper Group ANR 1047

Paper Group ANR 1047

October 16, 2019

Transformationally Identical and Invariant Convolutional Neural Networks by Combining Symmetric Operations or Input Vectors. GhostVLAD for set-based face recognition. Pathological Voice Classification Using Mel-Cepstrum Vectors and Support Vector Machine. Inferring the ground truth through crowdsourcing. Fading of collective attention shapes the ev …
Paper Group ANR 1048

Paper Group ANR 1048

October 16, 2019

Growing Story Forest Online from Massive Breaking News. Sentiment Analysis of Arabic Tweets: Feature Engineering and A Hybrid Approach. High Dimensional Spaces, Deep Learning and Adversarial Examples. Analysis of Noise Contrastive Estimation from the Perspective of Asymptotic Variance. Comparison of Classical and Nonlinear Models for Short-Term Ele …
Paper Group ANR 1049

Paper Group ANR 1049

October 16, 2019

500+ Times Faster Than Deep Learning (A Case Study Exploring Faster Methods for Text Mining StackOverflow). A Multi-task Neural Approach for Emotion Attribution, Classification and Summarization. Bayesian Optimal Design of Experiments For Inferring The Statistical Expectation Of A Black-Box Function. Age and Gender Classification From Ear Images. S …
Paper Group ANR 1050

Paper Group ANR 1050

October 16, 2019

Scene Understanding Networks for Autonomous Driving based on Around View Monitoring System. Scan2Mesh: From Unstructured Range Scans to 3D Meshes. Multi-scale metrics and self-organizing maps: a computational approach to the structure of sensory maps. Chameleon: A Hybrid Secure Computation Framework for Machine Learning Applications. Joint direct e …
Paper Group ANR 1051

Paper Group ANR 1051

October 16, 2019

Propensity score estimation using classification and regression trees in the presence of missing covariate data. An Analysis of Classical Multidimensional Scaling. Iris Recognition Under Biologically Troublesome Conditions - Effects of Aging, Diseases and Post-mortem Changes. Sparse Nonnegative CANDECOMP/PARAFAC Decomposition in Block Coordinate De …
Paper Group ANR 1052

Paper Group ANR 1052

October 16, 2019

A Correlation Maximization Approach for Cross Domain Co-Embeddings. Anaconda: A Non-Adaptive Conditional Sampling Algorithm for Distribution Testing. Multi-Agent Fully Decentralized Value Function Learning with Linear Convergence Rates. Ignition: An End-to-End Supervised Model for Training Simulated Self-Driving Vehicles. Data-driven cortical clust …
Paper Group ANR 1053

Paper Group ANR 1053

October 16, 2019

Modeling and Soft-fault Diagnosis of Underwater Thrusters with Recurrent Neural Networks. Fully Automated Segmentation of Hyperreflective Foci in Optical Coherence Tomography Images. Generalizing multistain immunohistochemistry tissue segmentation using one-shot color deconvolution deep neural networks. A Compressed Sensing Approach for Distributio …
Paper Group ANR 1054

Paper Group ANR 1054

October 16, 2019

A Spectral View of Adversarially Robust Features. cpSGD: Communication-efficient and differentially-private distributed SGD. Driving maneuvers prediction based on cognition-driven and data-driven method. Unsupervised Pathology Image Segmentation Using Representation Learning with Spherical K-means. Tight Dimension Independent Lower Bound on the Exp …
Paper Group ANR 1055

Paper Group ANR 1055

October 16, 2019

Video Representation Learning Using Discriminative Pooling. 2D/3D Megavoltage Image Registration Using Convolutional Neural Networks. On Evaluating the Generalization of LSTM Models in Formal Languages. Introduction to the SP theory of intelligence. Redundancy Techniques for Straggler Mitigation in Distributed Optimization and Learning. How to Read …
Paper Group ANR 1056

Paper Group ANR 1056

October 16, 2019

Causal Reasoning for Algorithmic Fairness. Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources. An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking. A discrete version of CMA-ES. Active Ranking with Subset-wise Preferences. Robust Optimization over Multiple Domains. Learning from Chunk-based …
Paper Group ANR 1057

Paper Group ANR 1057

October 16, 2019

Adversarial Risk and Robustness: General Definitions and Implications for the Uniform Distribution. Geometry-Aware Network for Non-Rigid Shape Prediction from a Single View. Self-Improving Visual Odometry. Learning to Detect. Semi-supervised Hashing for Semi-Paired Cross-View Retrieval. Non-attracting Regions of Local Minima in Deep and Wide Neural …
Paper Group ANR 1058

Paper Group ANR 1058

October 16, 2019

Estimating causal effects of time-dependent exposures on a binary endpoint in a high-dimensional setting. Nightmare at test time: How punctuation prevents parsers from generalizing. Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery. Optimizing Photonic Nanostructures via Multi-fidelity Gaussian Processe …
Paper Group ANR 1059

Paper Group ANR 1059

October 16, 2019

Stochastic Variance-Reduced Hamilton Monte Carlo Methods. Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition. Comparison-Based Random Forests. A fast quasi-Newton-type method for large-scale stochastic optimisation. Future-Prediction-Based Model for Neural Machine Translation. Improving Massive MIMO Belief Pro …
Paper Group ANR 1060

Paper Group ANR 1060

October 16, 2019

Video-based Sign Language Recognition without Temporal Segmentation. Learning Tree Distributions by Hidden Markov Models. GANVO: Unsupervised Deep Monocular Visual Odometry and Depth Estimation with Generative Adversarial Networks. Synthesizing Programs for Images using Reinforced Adversarial Learning. Stochastic Combinatorial Ensembles for Defendi …
Paper Group ANR 1061

Paper Group ANR 1061

October 16, 2019

Inspiration Learning through Preferences. Full explicit consistency constraints in uncalibrated multiple homography estimation. Insights into the robustness of control point configurations for homography and planar pose estimation. Privacy-Preserving Deep Learning via Weight Transmission. Classifying medical relations in clinical text via convoluti …
Paper Group ANR 1062

Paper Group ANR 1062

October 16, 2019

Cautious Deep Learning. A Variational Dirichlet Framework for Out-of-Distribution Detection. Improving the Expressiveness of Deep Learning Frameworks with Recursion. Deep Gaussian Processes with Convolutional Kernels. How game complexity affects the playing behavior of synthetic agents. ReMotENet: Efficient Relevant Motion Event Detection for Large …
Paper Group ANR 1063

Paper Group ANR 1063

October 16, 2019

Domain Adaptation for Infection Prediction from Symptoms Based on Data from Different Study Designs and Contexts. A Deep Q-Learning Agent for the L-Game with Variable Batch Training. Memetic Algorithms Beat Evolutionary Algorithms on the Class of Hurdle Problems. Word Segmentation as Graph Partition. Universal Neural Machine Translation for Extreme …
Paper Group ANR 1064

Paper Group ANR 1064

October 16, 2019

An Interdisciplinary Comparison of Sequence Modeling Methods for Next-Element Prediction. Counting in Language with RNNs. PSICA: decision trees for probabilistic subgroup identification with categorical treatments. Parallel and Streaming Algorithms for K-Core Decomposition. RoboTurk: A Crowdsourcing Platform for Robotic Skill Learning through Imita …
Paper Group ANR 1065

Paper Group ANR 1065

October 16, 2019

The Everlasting Database: Statistical Validity at a Fair Price. BELIEF: A distance-based redundancy-proof feature selection method for Big Data. Analysis of a Canonical Labeling Algorithm for the Alignment of Correlated Erdős-Rényi Graphs. Automatic Severity Classification of Coronary Artery Disease via Recurrent Capsule Network. Overparameterized …
Paper Group ANR 1066

Paper Group ANR 1066

October 16, 2019

Multi-Strategy Coevolving Aging Particle Optimization. Latent Space Non-Linear Statistics. CactusNets: Layer Applicability as a Metric for Transfer Learning. Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity. Graph Convolutions on Spectral Embeddings: Learning of Cortical Surface Data. Deceptive Games. Si …
Paper Group ANR 1067

Paper Group ANR 1067

October 16, 2019

Deep Learning Based Speech Beamforming. Dynamic Representations Toward Efficient Inference on Deep Neural Networks by Decision Gates. Adaptive specular reflection detection and inpainting in colonoscopy video frames. Deep Siamese Networks with Bayesian non-Parametrics for Video Object Tracking. 3DCapsule: Extending the Capsule Architecture to Class …
Paper Group ANR 1068

Paper Group ANR 1068

October 16, 2019

Stacked Neural Networks for end-to-end ciliary motion analysis. Adaptive Communication Strategies to Achieve the Best Error-Runtime Trade-off in Local-Update SGD. QoS aware Automatic Web Service Composition with Multiple objectives. Adversarial Regression with Multiple Learners. Auto-Detection of Safety Issues in Baby Products. Task Driven Generati …
Paper Group ANR 1069

Paper Group ANR 1069

October 16, 2019

Automatic Construction of Parallel Portfolios via Explicit Instance Grouping. CNNs for Surveillance Footage Scene Classification. Missing Slice Recovery for Tensors Using a Low-rank Model in Embedded Space. Particle Filtering Methods for Stochastic Optimization with Application to Large-Scale Empirical Risk Minimization. Structured Neural Network D …
Paper Group ANR 1070

Paper Group ANR 1070

October 16, 2019

Classification of normal/abnormal heart sound recordings based on multi-domain features and back propagation neural network. Triple Attention Mixed Link Network for Single Image Super Resolution. On Regularized Losses for Weakly-supervised CNN Segmentation. High Dimensional Bayesian Optimization Using Dropout. IDD: A Dataset for Exploring Problems …
Paper Group ANR 1071

Paper Group ANR 1071

October 16, 2019

Deep Learning for Audio Transcription on Low-Resource Datasets. Story Disambiguation: Tracking Evolving News Stories across News and Social Streams. Analysis of Langevin Monte Carlo via convex optimization. Super-Resolution via Conditional Implicit Maximum Likelihood Estimation. Counting to Explore and Generalize in Text-based Games. Hierarchical c …
Paper Group ANR 1072

Paper Group ANR 1072

October 16, 2019

Deep Probabilistic Ensembles: Approximate Variational Inference through KL Regularization. Simultaneous Localization And Mapping with depth Prediction using Capsule Networks for UAVs. Coconditional Autoencoding Adversarial Networks for Chinese Font Feature Learning. Evaluation of Object Trackers in Distorted Surveillance Videos. Short-Term Meaning …