[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1475
January 26, 2020

Paper Group ANR 1475

Gait recognition via deep learning of the center-of-pressure trajectory. Forecasting Chaotic Systems with Very Low Connectivity Reservoir Computers. A Unified Deep Learning Approach for Prediction of Parkinson’s Disease. A sparse resultant based method for efficient minimal solvers. Deep Neural Network Fingerprinting by Conferrable Adversarial Exam …

Paper Group ANR 1476

Paper Group ANR 1476

January 26, 2020

Federated and Differentially Private Learning for Electronic Health Records. Recognizing Arrow Of Time In The Short Stories. Inverting Deep Generative models, One layer at a time. Passport: Enabling Accurate Country-Level Router Geolocation using Inaccurate Sources. Assessing the Local Interpretability of Machine Learning Models. Multi-View Multipl …
Paper Group ANR 1477

Paper Group ANR 1477

January 26, 2020

Linear Bandits with Feature Feedback. Efficient Automatic Meta Optimization Search for Few-Shot Learning. Predicting Patent Citations to measure Economic Impact of Scholarly Research. TrendNets: Mapping Emerging Research Trends From Dynamic Co-Word Networks via Sparse Representation. Adaptive Reduced Rank Regression. NeuroMask: Explaining Predictio …
Paper Group ANR 1478

Paper Group ANR 1478

January 26, 2020

Improving Map Re-localization with Deep ‘Movable’ Objects Segmentation on 3D LiDAR Point Clouds. Dual Learning-based Video Coding with Inception Dense Blocks. DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution. Recognizing Facial Expressions of Occluded Faces using Convolutional Neural Networks. C …
Paper Group ANR 1479

Paper Group ANR 1479

January 26, 2020

Customers Churn Prediction in Financial Institution Using Artificial Neural Network. Machine Learning Based Routing Congestion Prediction in FPGA High-Level Synthesis. Machine Unlearning. Semi-supervised Thai Sentence Segmentation Using Local and Distant Word Representations. Semi-Supervised Neural Text Generation by Joint Learning of Natural Langu …
Paper Group ANR 1480

Paper Group ANR 1480

January 26, 2020

Learning latent state representation for speeding up exploration. Improving Generalization in Coreference Resolution via Adversarial Training. Non-convex Penalty for Tensor Completion and Robust PCA. Controllable Length Control Neural Encoder-Decoder via Reinforcement Learning. A New Distribution-Free Concept for Representing, Comparing, and Propag …
Paper Group ANR 1481

Paper Group ANR 1481

January 26, 2020

Deep Short Text Classification with Knowledge Powered Attention. Optimal Decision Trees for the Algorithm Selection Problem: Integer Programming Based Approaches. Making Learners (More) Monotone. Non-autoregressive Transformer by Position Learning. Zero-Shot Paraphrase Generation with Multilingual Language Models. 3D Cardiac Shape Prediction with D …
Paper Group ANR 1482

Paper Group ANR 1482

January 26, 2020

A CNN toolbox for skin cancer classification. Endotracheal Tube Detection and Segmentation in Chest Radiographs using Synthetic Data. Spectral Characterization of functional MRI data on voxel-resolution cortical graphs. Control-Tutored Reinforcement Learning: an application to the Herding Problem. Neural Check-Worthiness Ranking with Weak Supervisi …
Paper Group ANR 1483

Paper Group ANR 1483

January 26, 2020

Which Channel to Ask My Question? Personalized Customer Service RequestStream Routing using DeepReinforcement Learning. Community Detection in the Sparse Hypergraph Stochastic Block Model. SAVEHR: Self Attention Vector Representations for EHR based Personalized Chronic Disease Onset Prediction and Interpretability. Efficient Drone Mobility Support …
Paper Group ANR 1484

Paper Group ANR 1484

January 26, 2020

Enriching Ontology-based Data Access with Provenance (Extended Version). To Monitor Or Not: Observing Robot’s Behavior based on a Game-Theoretic Model of Trust. Short-term forecasting of solar irradiance without local telemetry: a generalized model using satellite data. Memory-Augmented Temporal Dynamic Learning for Action Recognition. Relation Str …
Paper Group ANR 1485

Paper Group ANR 1485

January 26, 2020

Understanding overfitting peaks in generalization error: Analytical risk curves for $l_2$ and $l_1$ penalized interpolation. Active Scene Learning. Discovering Implicational Knowledge in Wikidata. Adaptive Hedging under Delayed Feedback. Diversified Co-Attention towards Informative Live Video Commenting. Towards Multimodal Emotion Recognition in Ge …
Paper Group ANR 1486

Paper Group ANR 1486

January 26, 2020

Takens-inspired neuromorphic processor: a downsizing tool for random recurrent neural networks via feature extraction. Thresholding Bandit Problem with Both Duels and Pulls. Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation. Two-stage WECC Composite Load Modeling: A Double Deep Q-Learning Networks Approach. Qui …
Paper Group ANR 1487

Paper Group ANR 1487

January 26, 2020

A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization. Prediction of Compression Index of Fine-Grained Soils Using a Gene Expression Programming Model. Multiple Document Representations from News Alerts for Automated Bio-surveillance Event Detection. Adversarially Trained Deep Neural Semantic Hashing Scheme for Subjective S …
Paper Group ANR 1488

Paper Group ANR 1488

January 26, 2020

Iteratively reweighted penalty alternating minimization methods with continuation for image deblurring. DeepView: View Synthesis with Learned Gradient Descent. Improving Interactive Reinforcement Agent Planning with Human Demonstration. Multi-Cue Vehicle Detection for Semantic Video Compression In Georegistered Aerial Videos. Knowledge transfer in …
Paper Group ANR 1489

Paper Group ANR 1489

January 26, 2020

On the statistical evaluation of algorithmic’s computational experimentation with infeasible solutions. Orthogonal Nonnegative Tucker Decomposition. Revisiting the Approximate Carathéodory Problem via the Frank-Wolfe Algorithm. Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data. Prediction Modeling and Analysis f …
Paper Group ANR 1490

Paper Group ANR 1490

January 26, 2020

On the Convergence of Perturbed Distributed Asynchronous Stochastic Gradient Descent to Second Order Stationary Points in Non-convex Optimization. Learned In Speech Recognition: Contextual Acoustic Word Embeddings. Automatic brain tissue segmentation in fetal MRI using convolutional neural networks. Enforcing constraints for time series prediction …
Paper Group ANR 1491

Paper Group ANR 1491

January 26, 2020

Character Keypoint-based Homography Estimation in Scanned Documents for Efficient Information Extraction. Inferring Occluded Geometry Improves Performance when Retrieving an Object from Dense Clutter. No Spurious Local Minima in Deep Quadratic Networks. An Image Fusion Scheme for Single-Shot High Dynamic Range Imaging with Spatially Varying Exposur …
Paper Group ANR 1492

Paper Group ANR 1492

January 26, 2020

Multi-Scale Convolutions for Learning Context Aware Feature Representations. The Zero Resource Speech Challenge 2019: TTS without T. Distributionally Robust Language Modeling. Interpretable Automated Machine Learning in Maana(TM) Knowledge Platform. Cross-Domain Adaptation for Animal Pose Estimation. A Summarization System for Scientific Documents. …
Paper Group ANR 1493

Paper Group ANR 1493

January 26, 2020

Natural and Adversarial Error Detection using Invariance to Image Transformations. CoopNet: Cooperative Convolutional Neural Network for Low-Power MCUs. Bandit Principal Component Analysis. Knowledge representation and diagnostic inference using Bayesian networks in the medical discourse. Probabilistic Multimodal Modeling for Human-Robot Interactio …
Paper Group ANR 1494

Paper Group ANR 1494

January 26, 2020

A Neural-based Program Decompiler. The Curious Case of Machine Learning In Malware Detection. Compositional Hierarchical Tensor Factorization: Representing Hierarchical Intrinsic and Extrinsic Causal Factors. FrameRank: A Text Processing Approach to Video Summarization. EV-IMO: Motion Segmentation Dataset and Learning Pipeline for Event Cameras. Di …
Paper Group ANR 1495

Paper Group ANR 1495

January 26, 2020

Enriching Medcial Terminology Knowledge Bases via Pre-trained Language Model and Graph Convolutional Network. Ask less - Scale Market Research without Annoying Your Customers. BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading. Weighted graphlets and deep neural networks for protein structure classification. Bold Hearts Team Descript …
Paper Group ANR 1496

Paper Group ANR 1496

January 26, 2020

Decorrelated Adversarial Learning for Age-Invariant Face Recognition. Adversarial Attacks on Remote User Authentication Using Behavioural Mouse Dynamics. Diverse Trajectory Forecasting with Determinantal Point Processes. Efficient Neural Architecture Search on Low-Dimensional Data for OCT Image Segmentation. Privately Answering Classification Queri …
Paper Group ANR 1497

Paper Group ANR 1497

January 26, 2020

Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs. A Closer Look at Disentangling in $β$-VAE. Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity. SelectNet: Learning to Sample from the Wild for Imbalanced Data Training. Tracking the Consumption Junction: Temporal Dependencies bet …
Paper Group ANR 1498

Paper Group ANR 1498

January 26, 2020

Multiple Learning for Regression in big data. Bayes Optimal Early Stopping Policies for Black-Box Optimization. Newswire versus Social Media for Disaster Response and Recovery. Learning to Relate from Captions and Bounding Boxes. Countering Language Drift via Visual Grounding. Occluded Face Recognition Using Low-rank Regression with Generalized Gra …
Paper Group ANR 1499

Paper Group ANR 1499

January 26, 2020

Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks. Functional Generative Design of Mechanisms with Recurrent Neural Networks and Novelty Search. Leveraging Human Guidance for Deep Reinforcement Learning Tasks. Accelerating Goal-Directed Reinforcement Learning by Model Characterization. High Accuracy an …
Paper Group ANR 1500

Paper Group ANR 1500

January 26, 2020

Expressiveness and Learning of Hidden Quantum Markov Models. Multi-person Articulated Tracking with Spatial and Temporal Embeddings. A Pseudo-Likelihood Approach to Linear Regression with Partially Shuffled Data. Data Proxy Generation for Fast and Efficient Neural Architecture Search. The False Positive Control Lasso. An In-Depth Study on Open-Set …
Paper Group ANR 1501

Paper Group ANR 1501

January 26, 2020

Relative rationality: Is machine rationality subjective?. FlowNet3D++: Geometric Losses For Deep Scene Flow Estimation. Machine Learning Based Network Vulnerability Analysis of Industrial Internet of Things. Reframing Threat Detection: Inside esINSIDER. Deep Variational Semi-Supervised Novelty Detection. Deep Generative Models Strike Back! Improvin …
Paper Group ANR 1502

Paper Group ANR 1502

January 26, 2020

Unsupervised Learning and Exploration of Reachable Outcome Space. Data Science through the looking glass and what we found there. Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings. Implicit Regularization of Discrete Gradient Dynamics in Linear Neural Networks. Native Banach spaces for splines and variational in …