[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1251
January 27, 2020

Paper Group ANR 1251

Sharp Restricted Isometry Bounds for the Inexistence of Spurious Local Minima in Nonconvex Matrix Recovery. Graph Representation Learning: A Survey. Modulated binary cliquenet. Binary Space Partitioning Forests. Differentially private sub-Gaussian location estimators. Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emoti …

Paper Group ANR 1252

Paper Group ANR 1252

January 27, 2020

Speeding up Deep Learning with Transient Servers. ragamAI: A Network Based Recommender System to Arrange a Indian Classical Music Concert. A Scalable Handwritten Text Recognition System. On the Hardness of Robust Classification. Evaluating Generative Models Using Divergence Frontiers. SMP Challenge: An Overview of Social Media Prediction Challenge …
Paper Group ANR 1253

Paper Group ANR 1253

January 27, 2020

Efficient Bimanual Manipulation Using Learned Task Schemas. Exploiting Channel Similarity for Accelerating Deep Convolutional Neural Networks. Tensor Completion via Gaussian Process Based Initialization. J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction. Federated machine learning with Anonymous Random Hybridization …
Paper Group ANR 1254

Paper Group ANR 1254

January 27, 2020

Current Challenges in Spoken Dialogue Systems and Why They Are Critical for Those Living with Dementia. Optimising the Input Image to Improve Visual Relationship Detection. Deep Learning for Stock Selection Based on High Frequency Price-Volume Data. Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine s …
Paper Group ANR 1255

Paper Group ANR 1255

January 27, 2020

Provable Smoothness Guarantees for Black-Box Variational Inference. An Adaptive and Fast Convergent Approach to Differentially Private Deep Learning. A Kernel Loss for Solving the Bellman Equation. Incorporating External Knowledge into Machine Reading for Generative Question Answering. Financial Market Directional Forecasting With Stacked Denoising …
Paper Group ANR 1256

Paper Group ANR 1256

January 27, 2020

A perspective on multi-agent communication for information fusion. Acoustic Scene Classification Based on a Large-margin Factorized CNN. Residual Attention Graph Convolutional Network for Geometric 3D Scene Classification. Receptive-field-regularized CNN variants for acoustic scene classification. Quantum-Inspired Hamiltonian Monte Carlo for Bayesi …
Paper Group ANR 1257

Paper Group ANR 1257

January 27, 2020

EdgeFool: An Adversarial Image Enhancement Filter. Spoof detection using time-delay shallow neural network and feature switching. Pairwise Neural Machine Translation Evaluation. Recurrent Neural Networks (RNNs): A gentle Introduction and Overview. Multi-Frame GAN: Image Enhancement for Stereo Visual Odometry in Low Light. A sub-Riemannian model of …
Paper Group ANR 1258

Paper Group ANR 1258

January 27, 2020

On using 2D sequence-to-sequence models for speech recognition. End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures. The Odds are Odd: A Statistical Test for Detecting Adversarial Examples. Generating Dialogue Agents via Automated Planning. Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors. A surv …
Paper Group ANR 1259

Paper Group ANR 1259

January 27, 2020

Method and System for Image Analysis to Detect Cancer. Three Branches: Detecting Actions With Richer Features. Submission to ActivityNet Challenge 2019: Task B Spatio-temporal Action Localization. Fixing Bias in Reconstruction-based Anomaly Detection with Lipschitz Discriminators. Using machine learning to construct velocity fields from OH-PLIF ima …
Paper Group ANR 1260

Paper Group ANR 1260

January 27, 2020

RoboNet: Large-Scale Multi-Robot Learning. Robust Tensor Recovery with Fiber Outliers for Traffic Events. Probabilistic Successor Representations with Kalman Temporal Differences. A Heuristic Algorithm for the Fabric Spreading and Cutting Problem in Apparel Factories. Reluctant generalized additive modeling. Particle swarm optimization model to pre …
Paper Group ANR 1261

Paper Group ANR 1261

January 27, 2020

Residual Pyramid FCN for Robust Follicle Segmentation. A Zero-Shot Learning application in Deep Drawing process using Hyper-Process Model. The Intrinsic Scale of Networks is Small. Convolutional Neural Network-aided Bit-flipping for Belief Propagation Decoding of Polar Codes. Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide …
Paper Group ANR 1262

Paper Group ANR 1262

January 27, 2020

Parallel Restarted SPIDER – Communication Efficient Distributed Nonconvex Optimization with Optimal Computation Complexity. From Personalization to Privatization: Meta Matrix Factorization for Private Rating Predictions. Learning Transferable Self-attentive Representations for Action Recognition in Untrimmed Videos with Weak Supervision. A Compara …
Paper Group ANR 1263

Paper Group ANR 1263

January 27, 2020

A Fuzzy Inference System for the Identification. Bayesian Non-Parametric Multi-Source Modelling Based Determined Blind Source Separation. Automated fetal brain extraction from clinical Ultrasound volumes using 3D Convolutional Neural Networks. Machine-assisted annotation of forensic imagery. Fast communication-efficient spectral clustering over dis …
Paper Group ANR 1264

Paper Group ANR 1264

January 27, 2020

Approximate matrix completion based on cavity method. Improving CCTA based lesions’ hemodynamic significance assessment by accounting for partial volume modeling in automatic coronary lumen segmentation. Parallelism Theorem and Derived Rules for Parallel Coherent Transformations. Efficient GAN-based method for cyber-intrusion detection. Using dynam …
Paper Group ANR 1265

Paper Group ANR 1265

January 27, 2020

Action2Vec: A Crossmodal Embedding Approach to Action Learning. 3D Robot Pose Estimation from 2D Images. Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages. A kernel log-rank test of independence for right-censored data. Survival and Neural Models for Private Equity Exit Prediction. A Framework to Explore Wor …
Paper Group ANR 1266

Paper Group ANR 1266

January 27, 2020

Curve Fitting from Probabilistic Emissions and Applications to Dynamic Item Response Theory. From Predictions to Prescriptions in Multistage Optimization Problems. Model-based annotation of coreference. Almawave-SLU: A new dataset for SLU in Italian. Learned Semantic Multi-Sensor Depth Map Fusion. Notes on Margin Training and Margin p-Values for De …
Paper Group ANR 1267

Paper Group ANR 1267

January 27, 2020

Active Automata Learning with Adaptive Distinguishing Sequences. A Deep Reinforcement Learning Approach to Multi-component Job Scheduling in Edge Computing. Latent Space Reinforcement Learning for Steering Angle Prediction. On the geometry of Stein variational gradient descent. Forecasting Future Action Sequences with Neural Memory Networks. Cluste …
Paper Group ANR 1268

Paper Group ANR 1268

January 27, 2020

Improving the Scalability of a Prosumer Cooperative Game with K-Means Clustering. Corticospinal Tract (CST) reconstruction based on fiber orientation distributions(FODs) tractography. Low-Shot Classification: A Comparison of Classical and Deep Transfer Machine Learning Approaches. A Deep Neural Network for Short-Segment Speaker Recognition. From Sp …
Paper Group ANR 1269

Paper Group ANR 1269

January 27, 2020

The FACTS of Technology-Assisted Sensitivity Review. k-GANs: Ensemble of Generative Models with Semi-Discrete Optimal Transport. Anytime Lane-Level Intersection Estimation Based on Trajectories of Other Traffic Participants. Data Priming Network for Automatic Check-Out. I-vector Based Features Embedding for Heart Sound Classification. Complicated T …
Paper Group ANR 1270

Paper Group ANR 1270

January 27, 2020

Character 3-gram Mover’s Distance: An Effective Method for Detecting Near-duplicate Japanese-language Recipes. Histographs: Graphs in Histopathology. Weakly Supervised Object Localization with Inter-Intra Regulated CAMs. A Short Note on the Kinetics-700 Human Action Dataset. Benefit of Interpolation in Nearest Neighbor Algorithms. Document-level Ne …
Paper Group ANR 1271

Paper Group ANR 1271

January 27, 2020

SymmetricNet: A mesoscale eddy detection method based on multivariate fusion data. Translationese as a Language in “Multilingual” NMT. Accurate Robotic Pouring for Serving Drinks. ReNAS:Relativistic Evaluation of Neural Architecture Search. Riemannian joint dimensionality reduction and dictionary learning on symmetric positive definite manifold. A …
Paper Group ANR 1272

Paper Group ANR 1272

January 27, 2020

Observing LOD using Equivalent Set Graphs: it is mostly flat and sparsely linked. Multi-Objective Evolutionary Algorithms platform with support for flexible hybridization tools. Measuring Belief and Risk Attitude. Evaluating robustness of language models for chief complaint extraction from patient-generated text. Safe and Near-Optimal Policy Learni …
Paper Group ANR 1273

Paper Group ANR 1273

January 27, 2020

Experimental Study on CTL model checking using Machine Learning. SROBB: Targeted Perceptual Loss for Single Image Super-Resolution. DeepVIO: Self-supervised Deep Learning of Monocular Visual Inertial Odometry using 3D Geometric Constraints. Mitigating Noisy Inputs for Question Answering. Architecture Search of Dynamic Cells for Semantic Video Segme …
Paper Group ANR 1274

Paper Group ANR 1274

January 27, 2020

Wasserstein Dependency Measure for Representation Learning. BEHRT: Transformer for Electronic Health Records. Acquisition of Inflectional Morphology in Artificial Neural Networks With Prior Knowledge. Unbabel’s Submission to the WMT2019 APE Shared Task: BERT-based Encoder-Decoder for Automatic Post-Editing. Mixed-Integer Optimization Approach to Le …
Paper Group ANR 1275

Paper Group ANR 1275

January 27, 2020

Effective problem solving using SAT solvers. An Autonomous Performance Testing Framework using Self-Adaptive Fuzzy Reinforcement Learning. Conflict as an Inverse of Attention in Sequence Relationship. Restoring Chaos Using Deep Reinforcement Learning. Efficient Profile Maximum Likelihood for Universal Symmetric Property Estimation. Generative Learn …
Paper Group ANR 1276

Paper Group ANR 1276

January 27, 2020

Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events. Graph-based Multi-view Binary Learning for Image Clustering. Toward a Computational Theory of Evidence-Based Reasoning for Instructable Cognitive Agents. Learning eating environments through scene clustering. Online Debiasing for Adaptively Coll …
Paper Group ANR 1277

Paper Group ANR 1277

January 27, 2020

Data Smashing 2.0: Sequence Likelihood (SL) Divergence For Fast Time Series Comparison. Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-resource Settings. Relaxed Parameter Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series. Multi-Task Bidirectional Transformer Representations for Irony De …
Paper Group ANR 1278

Paper Group ANR 1278

January 27, 2020

4D Seismic History Matching Incorporating Unsupervised Learning. Comparison-Based Indexing From First Principles. Automated classification of plasma regions using 3D particle energy distribution. Merlin: Enabling Machine Learning-Ready HPC Ensembles. Human Vocal Sentiment Analysis. Dual Grid Net: hand mesh vertex regression from single depth maps. …