[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 738
October 17, 2019

Paper Group ANR 738

Deep Learning for Robotic Mass Transport Cloaking. Harmonic Recomposition using Conditional Autoregressive Modeling. Measuring and Computing Database Inconsistency via Repairs. Reinforcement Learning from Imperfect Demonstrations. Automated Mouse Organ Segmentation: A Deep Learning Based Solution. Augmented Reality needle ablation guidance tool for …

Paper Group ANR 739

Paper Group ANR 739

October 17, 2019

xSense: Learning Sense-Separated Sparse Representations and Textual Definitions for Explainable Word Sense Networks. Learning Safe Policies with Expert Guidance. Convolutional Gated Recurrent Units for Medical Relation Classification. DJAM: distributed Jacobi asynchronous method for learning personal models. Synergistic Reconstruction and Synthesis …
Paper Group ANR 740

Paper Group ANR 740

October 17, 2019

Structure Learning of Deep Networks via DNA Computing Algorithm. A Byte-sized Approach to Named Entity Recognition. Broadband Analog Aggregation for Low-Latency Federated Edge Learning (Extended Version). On Reinforcement Learning for Full-length Game of StarCraft. Application of Bounded Total Variation Denoising in Urban Traffic Analysis. Multiple …
Paper Group ANR 741

Paper Group ANR 741

October 17, 2019

Two-level Attention with Two-stage Multi-task Learning for Facial Emotion Recognition. Non-Volume Preserving-based Feature Fusion Approach to Group-Level Expression Recognition on Crowd Videos. Towards a Continuous Knowledge Learning Engine for Chatbots. Natural Option Critic. Dynamics of Driver’s Gaze: Explorations in Behavior Modeling & Maneuver …
Paper Group ANR 742

Paper Group ANR 742

October 17, 2019

Clustrophile 2: Guided Visual Clustering Analysis. How to Improve Your Speaker Embeddings Extractor in Generic Toolkits. Can machine learning identify interesting mathematics? An exploration using empirically observed laws. Actor and Action Video Segmentation from a Sentence. Diachronic Usage Relatedness (DURel): A Framework for the Annotation of L …
Paper Group ANR 743

Paper Group ANR 743

October 17, 2019

Simplified SPARQL REST API - CRUD on JSON Object Graphs via URI Paths. End-to-End Learning for Answering Structured Queries Directly over Text. OCTID: Optical Coherence Tomography Image Database. Neural Arithmetic Expression Calculator. Audio Source Separation Using Variational Autoencoders and Weak Class Supervision. Whale swarm algorithm with the …
Paper Group ANR 744

Paper Group ANR 744

October 17, 2019

SAM-RCNN: Scale-Aware Multi-Resolution Multi-Channel Pedestrian Detection. Data Fine-tuning. Directional Analysis of Stochastic Gradient Descent via von Mises-Fisher Distributions in Deep learning. Spatio-Temporal Channel Correlation Networks for Action Classification. Resource-Constrained Simultaneous Detection and Labeling of Objects in High-Reso …
Paper Group ANR 745

Paper Group ANR 745

October 17, 2019

A comparison of cluster algorithms as applied to unsupervised surveys. A Deep Neural Network for Pixel-Level Electromagnetic Particle Identification in the MicroBooNE Liquid Argon Time Projection Chamber. Inference of Quantized Neural Networks on Heterogeneous All-Programmable Devices. Generalized Earthquake Frequency-Magnitude Distribution Describ …
Paper Group ANR 746

Paper Group ANR 746

October 17, 2019

Text to brain: predicting the spatial distribution of neuroimaging observations from text reports. Actor-Critic based Training Framework for Abstractive Summarization. A Spatial and Temporal Features Mixture Model with Body Parts for Video-based Person Re-Identification. Distribution Assertive Regression. Deep Learning in the Wild. Unsupervised Sep …
Paper Group ANR 747

Paper Group ANR 747

October 17, 2019

PSDF Fusion: Probabilistic Signed Distance Function for On-the-fly 3D Data Fusion and Scene Reconstruction. Finding Solutions to Generative Adversarial Privacy. Generalization Bounds for Uniformly Stable Algorithms. Neural Machine Translation for Bilingually Scarce Scenarios: A Deep Multi-task Learning Approach. Evaluating ResNeXt Model Architectur …
Paper Group ANR 748

Paper Group ANR 748

October 17, 2019

Perfusion parameter estimation using neural networks and data augmentation. Detail Preserving Depth Estimation from a Single Image Using Attention Guided Networks. Consistent Position Bias Estimation without Online Interventions for Learning-to-Rank. Visual Localization of Key Positions for Visually Impaired People. Learning Object Localization and …
Paper Group ANR 749

Paper Group ANR 749

October 17, 2019

varrank: an R package for variable ranking based on mutual information with applications to observed systemic datasets. Automatically Infer Human Traits and Behavior from Social Media Data. Learning Temporal Strategic Relationships using Generative Adversarial Imitation Learning. Generalized Range Moves. Hybrid Scene Compression for Visual Localiza …
Paper Group ANR 750

Paper Group ANR 750

October 17, 2019

The impact of imbalanced training data on machine learning for author name disambiguation. One “Ruler” for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning. Spatial Frequency Loss for Learning Convolutional Autoencoders. Defending against Adversarial Images using Basis Functions Transformations. T-RECS: Training …
Paper Group ANR 751

Paper Group ANR 751

October 17, 2019

Three Mechanisms of Weight Decay Regularization. Hull Form Optimization with Principal Component Analysis and Deep Neural Network. SchiNet: Automatic Estimation of Symptoms of Schizophrenia from Facial Behaviour Analysis. Joint Estimation of Room Geometry and Modes with Compressed Sensing. End-to-End Monaural Multi-speaker ASR System without Pretra …
Paper Group ANR 752

Paper Group ANR 752

October 17, 2019

Dropout with Tabu Strategy for Regularizing Deep Neural Networks. Towards Robust Human Activity Recognition from RGB Video Stream with Limited Labeled Data. Play Duration based User-Entity Affinity Modeling in Spoken Dialog System. Towards Deep and Representation Learning for Talent Search at LinkedIn. Reinforcement Learning for Autonomous Defence …
Paper Group ANR 753

Paper Group ANR 753

October 17, 2019

Deep learning based supervised semantic segmentation of Electron Cryo-Subtomograms. Security Consideration For Deep Learning-Based Image Forensics. Chemical Structure Elucidation from Mass Spectrometry by Matching Substructures. A Neural Model of Adaptation in Reading. Legible Normativity for AI Alignment: The Value of Silly Rules. Robust Deformati …
Paper Group ANR 754

Paper Group ANR 754

October 17, 2019

Perturb and Combine to Identify Influential Spreaders in Real-World Networks. Recovery guarantees for polynomial approximation from dependent data with outliers. Object-sensitive Deep Reinforcement Learning. Homocentric Hypersphere Feature Embedding for Person Re-identification. Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory. …
Paper Group ANR 755

Paper Group ANR 755

October 17, 2019

Robust neural circuit reconstruction from serial electron microscopy with convolutional recurrent networks. Learning Noun Cases Using Sequential Neural Networks. Exploring Visual Relationship for Image Captioning. Optimizing Waiting Thresholds Within A State Machine. Image Segmentation and Processing for Efficient Parking Space Analysis. FuzzerGym: …
Paper Group ANR 756

Paper Group ANR 756

October 17, 2019

Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task. Fast Distributed Deep Learning via Worker-adaptive Batch Sizing. Sentence Boundary Detection for French with Subword-Level Information Vectors and Convolutional Neural Networks. Piecewise Flat Embedding for Image Segmentation. Robust Bayesian Cluster Enumera …
Paper Group ANR 757

Paper Group ANR 757

October 17, 2019

“Dependency Bottleneck” in Auto-encoding Architectures: an Empirical Study. Accuracy-Reliability Cost Function for Empirical Variance Estimation. Multivariate Bayesian Structural Time Series Model. Oversight of Unsafe Systems via Dynamic Safety Envelopes. Fine-tuning of Language Models with Discriminator. Efficient Multi-level Correlating for Visua …
Paper Group ANR 758

Paper Group ANR 758

October 17, 2019

Knowledge Transfer with Jacobian Matching. Probabilistic Solutions To Ordinary Differential Equations As Non-Linear Bayesian Filtering: A New Perspective. Predict and Constrain: Modeling Cardinality in Deep Structured Prediction. Clipped Matrix Completion: A Remedy for Ceiling Effects. A Dynamic Oracle for Linear-Time 2-Planar Dependency Parsing. A …
Paper Group ANR 759

Paper Group ANR 759

October 17, 2019

ActiveRemediation: The Search for Lead Pipes in Flint, Michigan. Bringing Order to the Cognitive Fallacy Zoo. Future Semantic Segmentation with Convolutional LSTM. Predictive Learning on Hidden Tree-Structured Ising Models. Towards Human-Machine Cooperation: Self-supervised Sample Mining for Object Detection. Feature Selection for Unsupervised Doma …
Paper Group ANR 760

Paper Group ANR 760

October 17, 2019

Raw Multi-Channel Audio Source Separation using Multi-Resolution Convolutional Auto-Encoders. Predicting Conversion of Mild Cognitive Impairments to Alzheimer’s Disease and Exploring Impact of Neuroimaging. On the Learning Dynamics of Deep Neural Networks. Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Gr …
Paper Group ANR 761

Paper Group ANR 761

October 17, 2019

One-Two-One Networks for Compression Artifacts Reduction in Remote Sensing. Verification of Recurrent Neural Networks Through Rule Extraction. An iterative method for classification of binary data. The 30-Year Cycle In The AI Debate. The Impact of Automatic Pre-annotation in Clinical Note Data Element Extraction - the CLEAN Tool. Local Explanation …
Paper Group ANR 762

Paper Group ANR 762

October 17, 2019

Network Reconstruction and Controlling Based on Structural Regularity Analysis. On Training Recurrent Networks with Truncated Backpropagation Through Time in Speech Recognition. Vortex Pooling: Improving Context Representation in Semantic Segmentation. Approximating the covariance ellipsoid. Can LSTM Learn to Capture Agreement? The Case of Basque. …
Paper Group ANR 763

Paper Group ANR 763

October 17, 2019

Entrenamiento de una red neuronal para el reconocimiento de imagenes de lengua de senas capturadas con sensores de profundidad. Model parameter estimation using coherent structure coloring. What do Deep Networks Like to See?. Time is of the Essence: Machine Learning-based Intrusion Detection in Industrial Time Series Data. The Rule of Three: Abstra …
Paper Group ANR 764

Paper Group ANR 764

October 17, 2019

Classifying Data with Local Hamiltonians. Supervising Unsupervised Learning with Evolutionary Algorithm in Deep Neural Network. Learning Flexible and Reusable Locomotion Primitives for a Microrobot. Non-locally Enhanced Encoder-Decoder Network for Single Image De-raining. Low-complexity Recurrent Neural Network-based Polar Decoder with Weight Quant …
Paper Group ANR 765

Paper Group ANR 765

October 17, 2019

Detecting non-causal artifacts in multivariate linear regression models. Neural Control Variates for Variance Reduction. A predictor-corrector method for the training of deep neural networks. Constrained Policy Improvement for Safe and Efficient Reinforcement Learning. Phonology-Augmented Statistical Framework for Machine Transliteration using Limi …