[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 875
January 28, 2020

Paper Group ANR 875

Smooth Shells: Multi-Scale Shape Registration with Functional Maps. Properties of the Stochastic Approximation EM Algorithm with Mini-batch Sampling. Evolutionary techniques in lattice sieving algorithms. How are attributes expressed in face DCNNs?. Open Sesame: Getting Inside BERT’s Linguistic Knowledge. Efficient Multivariate Bandit Algorithm wit …

Paper Group ANR 876

Paper Group ANR 876

January 28, 2020

Examining the Capability of GANs to Replace Real Biomedical Images in Classification Models Training. ÆTHEL: Automatically Extracted Typelogical Derivations for Dutch. Online Predictive Optimization Framework for Stochastic Demand-Responsive Transit Services. Blang: Bayesian declarative modelling of arbitrary data structures. SymNet: Symmetrical Fi …
Paper Group ANR 877

Paper Group ANR 877

January 28, 2020

Convergence Guarantees for Adaptive Bayesian Quadrature Methods. Variance Reduction in Actor Critic Methods (ACM). Evolutionary Cell Aided Design for Neural Network Architectures. A Scalable Predictive Maintenance Model for Detecting Wind Turbine Component Failures Based on SCADA Data. Atari-fying the Vehicle Routing Problem with Stochastic Service …
Paper Group ANR 878

Paper Group ANR 878

January 28, 2020

Findings of the Third Workshop on Neural Generation and Translation. Posterior Distribution for the Number of Clusters in Dirichlet Process Mixture Models. Vulnerable road user detection: state-of-the-art and open challenges. Anomaly Detection in High Dimensional Data. Coupling the reduced-order model and the generative model for an importance samp …
Paper Group ANR 879

Paper Group ANR 879

January 28, 2020

HistoNet: Predicting size histograms of object instances. Multi-Preference Actor Critic. Self-supervised Object Motion and Depth Estimation from Video. An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale. Adaptive Symmetric Reward Noising for Reinforcement Learning. Escaping Saddle Points with Adaptive Gradient …
Paper Group ANR 880

Paper Group ANR 880

January 28, 2020

Unsupervised Lemmatization as Embeddings-Based Word Clustering. The Chi-Square Test of Distance Correlation. An Empirical Study of Propagation-based Methods for Video Object Segmentation. Event-based Feature Extraction Using Adaptive Selection Thresholds. Representation Learning on Graphs: A Reinforcement Learning Application. Multispectral and Hyp …
Paper Group ANR 881

Paper Group ANR 881

January 28, 2020

Learning to Navigate Using Mid-Level Visual Priors. Genetic Programming for Evolving Similarity Functions for Clustering: Representations and Analysis. Parametric Graph-based Separable Transforms for Video Coding. Estimating Normalizing Constants for Log-Concave Distributions: Algorithms and Lower Bounds. From Persistent Homology to Reinforcement L …
Paper Group ANR 882

Paper Group ANR 882

January 28, 2020

Effective Strategies for Using Hashtags in Online Communication. Decision-making and Fuzzy Temporal Logic. Phonetic-enriched Text Representation for Chinese Sentiment Analysis with Reinforcement Learning. The Oracle of DLphi. Large Scale Model Predictive Control with Neural Networks and Primal Active Sets. Object Detection and 3D Estimation via an …
Paper Group ANR 883

Paper Group ANR 883

January 28, 2020

Towards Unsupervised Grammatical Error Correction using Statistical Machine Translation with Synthetic Comparable Corpus. A Randomized Algorithm for Preconditioner Selection. DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare. Distributionally Robust Multi-instance Learning with Stable Instances. Kernel-Guided Training of Impl …
Paper Group ANR 884

Paper Group ANR 884

January 28, 2020

Improved Causal Discovery from Longitudinal Data Using a Mixture of DAGs. On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement. Federated Reinforcement Distillation with Proxy Experience Memory. Coarse-to-fine Optimization for Speech Enhancement. Ontology of Card Sleights. MLSys: The New Frontier of Machine Learning Systems. Con …
Paper Group ANR 885

Paper Group ANR 885

January 28, 2020

Deep Metric Learning using Similarities from Nonlinear Rank Approximations. Graph Neural Networks for Maximum Constraint Satisfaction. Compiler-Level Matrix Multiplication Optimization for Deep Learning. Ensemble-based kernel learning for a class of data assimilation problems with imperfect forward simulators. A Conceptually Well-Founded Characteri …
Paper Group ANR 886

Paper Group ANR 886

January 28, 2020

Batch Face Alignment using a Low-rank GAN. A Survey of Crowdsourcing in Medical Image Analysis. An evolutionary model that satisfies detailed balance. How to define co-occurrence in different domains of study?. 3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation. Efficient Object Annotation via Speaking and Pointing. Learning Mu …
Paper Group ANR 887

Paper Group ANR 887

January 28, 2020

Gated-Dilated Networks for Lung Nodule Classification in CT scans. SGAS: Sequential Greedy Architecture Search. TensorNetwork for Machine Learning. Fast End-to-End Wikification. Extending Deep Knowledge Tracing: Inferring Interpretable Knowledge and Predicting Post-System Performance. NNVA: Neural Network Assisted Visual Analysis of Yeast Cell Pola …
Paper Group ANR 888

Paper Group ANR 888

January 28, 2020

Predicting Brazilian court decisions. Response Transformation and Profit Decomposition for Revenue Uplift Modeling. Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach. Social Influence and Radicalization: A Social Data Analytics Study. Differentially Private Markov Chain Monte Carlo. Quasi-Newton Trust Region Policy Optimization. Qua …
Paper Group ANR 889

Paper Group ANR 889

January 28, 2020

Outlining where humans live – The World Settlement Footprint 2015. Generalizable prediction of academic performance from short texts on social media. GanDef: A GAN based Adversarial Training Defense for Neural Network Classifier. Assessment of central serous chorioretinopathy (CSC) depicted on color fundus photographs using deep Learning. Correlat …
Paper Group ANR 890

Paper Group ANR 890

January 28, 2020

Joint Information Preservation for Heterogeneous Domain Adaptation. Context-endcoding for neural network based skull stripping in magnetic resonance imaging. FRNET: Flattened Residual Network for Infant MRI Skull Stripping. Listen, Attend, Spell and Adapt: Speaker Adapted Sequence-to-Sequence ASR. Vadere: An open-source simulation framework to prom …
Paper Group ANR 891

Paper Group ANR 891

January 28, 2020

Evaluating Local Geometric Feature Representations for 3D Rigid Data Matching. Machine Learning on data with sPlot background subtraction. Event-based Object Detection and Tracking for Space Situational Awareness. Semantic Graph Convolutional Network for Implicit Discourse Relation Classification. Bayesian interpretation of SGD as Ito process. Mult …
Paper Group ANR 892

Paper Group ANR 892

January 28, 2020

CNNs found to jump around more skillfully than RNNs: Compositional generalization in seq2seq convolutional networks. Adaptive Exploration in Linear Contextual Bandit. Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks. Generalized Separable Nonnegative Matrix Factorization. A Dual Symmetric Gauss-Seidel Alternating Direction …
Paper Group ANR 893

Paper Group ANR 893

January 28, 2020

Single MR Image Super-Resolution via Channel Splitting and Serial Fusion Network. Learning a Deep Convolution Network with Turing Test Adversaries for Microscopy Image Super Resolution. Combined State and Parameter Estimation in Level-Set Methods. Multi-Task Ordinal Regression for Jointly Predicting the Trustworthiness and the Leading Political Ide …
Paper Group ANR 894

Paper Group ANR 894

January 28, 2020

Softmax Dissection: Towards Understanding Intra- and Inter-class Objective for Embedding Learning. Early Detection of Diabetic Retinopathy and Severity Scale Measurement: A Progressive Review & Scopes. Adversarial Training is a Form of Data-dependent Operator Norm Regularization. Approximate Representer Theorems in Non-reflexive Banach Spaces. ISP4 …
Paper Group ANR 895

Paper Group ANR 895

January 28, 2020

3D point cloud registration with shape constraint. ATTACK2VEC: Leveraging Temporal Word Embeddings to Understand the Evolution of Cyberattacks. Multitask Soft Option Learning. An Adaptive Weighted Deep Forest Classifier. Uniform Error Bounds for Gaussian Process Regression with Application to Safe Control. DEAM: Adaptive Momentum with Discriminativ …
Paper Group ANR 896

Paper Group ANR 896

January 28, 2020

FANNet: Formal Analysis of Noise Tolerance, Training Bias and Input Sensitivity in Neural Networks. Gradient Perturbation is Underrated for Differentially Private Convex Optimization. Automatic Ontology Learning from Domain-Specific Short Unstructured Text Data. Eavesdrop the Composition Proportion of Training Labels in Federated Learning. Contamin …
Paper Group ANR 897

Paper Group ANR 897

January 28, 2020

Stochastically Dominant Distributional Reinforcement Learning. Distributed Parameter Estimation in Randomized One-hidden-layer Neural Networks. The Knowledge Within: Methods for Data-Free Model Compression. Understanding LSTM – a tutorial into Long Short-Term Memory Recurrent Neural Networks. Communication-Efficient Distributed Online Learning wit …
Paper Group ANR 898

Paper Group ANR 898

January 28, 2020

Batch-Shaping for Learning Conditional Channel Gated Networks. A Simple Dynamic Learning Rate Tuning Algorithm For Automated Training of DNNs. Unsupervised Learning through Temporal Smoothing and Entropy Maximization. Distributional reinforcement learning with linear function approximation. Nonstationary Multivariate Gaussian Processes for Electron …
Paper Group ANR 899

Paper Group ANR 899

January 28, 2020

A Method to Generate Synthetically Warped Document Image. Assigning Medical Codes at the Encounter Level by Paying Attention to Documents. Imputation estimators for unnormalized models with missing data. Decentralized Federated Learning: A Segmented Gossip Approach. Automating Predictive Modeling Process using Reinforcement Learning. Toward a bette …
Paper Group ANR 900

Paper Group ANR 900

January 28, 2020

Region Based Adversarial Synthesis of Facial Action Units. Universal Bounding Box Regression and Its Applications. Deep Forward-Backward SDEs for Min-max Control. Deep Reinforcement Learning for Adaptive Caching in Hierarchical Content Delivery Networks. Distributed Fixed Point Methods with Compressed Iterates. Data Analysis of Wireless Networks Us …
Paper Group ANR 901

Paper Group ANR 901

January 28, 2020

The Adversarial Machine Learning Conundrum: Can The Insecurity of ML Become The Achilles’ Heel of Cognitive Networks?. Deep Anchored Convolutional Neural Networks. The Virtual Patch Clamp: Imputing C. elegans Membrane Potentials from Calcium Imaging. Time series cluster kernels to exploit informative missingness and incomplete label information. Cl …
Paper Group ANR 902

Paper Group ANR 902

January 28, 2020

Human Activity Recognition with Convolutional Neural Netowrks. Precipitation Nowcasting with Star-Bridge Networks. AMSI-Based Detection of Malicious PowerShell Code Using Contextual Embeddings. Attributed Rhetorical Structure Grammar for Domain Text Summarization. SensorDrop: A Reinforcement Learning Framework for Communication Overhead Reduction o …