[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 665
July 27, 2019

Paper Group ANR 665

Big Data Classification Using Augmented Decision Trees. Ambiguity and Incomplete Information in Categorical Models of Language. Fashion Conversation Data on Instagram. Obstacle Avoidance Using Stereo Camera. ACCBench: A Framework for Comparing Causality Algorithms. Object-Oriented Knowledge Representation and Data Storage Using Inhomogeneous Classe …

Paper Group ANR 666

Paper Group ANR 666

July 27, 2019

A dynamic connectome supports the emergence of stable computational function of neural circuits through reward-based learning. Generating Reflectance Curves from sRGB Triplets. Two-temperature logistic regression based on the Tsallis divergence. NSML: A Machine Learning Platform That Enables You to Focus on Your Models. Exchangeable choice function …
Paper Group ANR 667

Paper Group ANR 667

July 27, 2019

Distributed Unmixing of Hyperspectral Data With Sparsity Constraint. Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space. pyLEMMINGS: Large Margin Multiple Instance Classification and Ranking for Bioinformatics Applications. 3D Object Classification via Spherical Projections. PROBE: Predi …
Paper Group ANR 668

Paper Group ANR 668

July 27, 2019

Multilevel Context Representation for Improving Object Recognition. Enabling Reasoning with LegalRuleML. Cautious NMPC with Gaussian Process Dynamics for Autonomous Miniature Race Cars. Stock Prediction: a method based on extraction of news features and recurrent neural networks. Better Together: Joint Reasoning for Non-rigid 3D Reconstruction with …
Paper Group ANR 669

Paper Group ANR 669

July 27, 2019

Dynamic Model Selection for Prediction Under a Budget. Video Question Answering via Attribute-Augmented Attention Network Learning. Training Shallow and Thin Networks for Acceleration via Knowledge Distillation with Conditional Adversarial Networks. Can clustering scale sublinearly with its clusters? A variational EM acceleration of GMMs and $k$-me …
Paper Group ANR 670

Paper Group ANR 670

July 27, 2019

μ-MAR: Multiplane 3D Marker based Registration for Depth-sensing Cameras. A Perceptual Measure for Deep Single Image Camera Calibration. Weakly-Supervised Spatial Context Networks. Decision Trees for Helpdesk Advisor Graphs. Learning to Mix n-Step Returns: Generalizing lambda-Returns for Deep Reinforcement Learning. Deep Region Hashing for Efficien …
Paper Group ANR 671

Paper Group ANR 671

July 27, 2019

Effective Strategies in Zero-Shot Neural Machine Translation. SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation. Blind nonnegative source separation using biological neural networks. Pushing the envelope in deep visual recognition for mobile platforms. Predictive State Recurrent Neural Networks. Cross-Platform Emoji Interp …
Paper Group ANR 672

Paper Group ANR 672

July 27, 2019

Near Optimal Sketching of Low-Rank Tensor Regression. Visual Multiple-Object Tracking for Unknown Clutter Rate. Recovery of structure of looped jointed objects from multiframes. Ultrafast photonic reinforcement learning based on laser chaos. Guaranteed Parameter Estimation for Discrete Energy Minimization. Face Transfer with Generative Adversarial …
Paper Group ANR 673

Paper Group ANR 673

July 27, 2019

Detection of Moving Object in Dynamic Background Using Gaussian Max-Pooling and Segmentation Constrained RPCA. K-Means Clustering using Tabu Search with Quantized Means. Learning to select computations. RADNET: Radiologist Level Accuracy using Deep Learning for HEMORRHAGE detection in CT Scans. Video Object Detection with an Aligned Spatial-Tempora …
Paper Group ANR 674

Paper Group ANR 674

July 27, 2019

Distribution-Based Categorization of Classifier Transfer Learning. Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations. On Prediction and Tolerance Intervals for Dynamic Treatment Regimes. De-identification In practice. Pseudorehearsal in value function approximation. Alternating Iteratively Reweighted Minimization Al …
Paper Group ANR 675

Paper Group ANR 675

July 27, 2019

Distributed methods for synchronization of orthogonal matrices over graphs. Scalable Dense Monocular Surface Reconstruction. DGCNN: Disordered Graph Convolutional Neural Network Based on the Gaussian Mixture Model. An entity-driven recursive neural network model for chinese discourse coherence modeling. Machine Learning and the Future of Realism. M …
Paper Group ANR 676

Paper Group ANR 676

July 27, 2019

Declarative Statistics. When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications. Happy Travelers Take Big Pictures: A Psychological Study with Machine Learning and Big Data. Learning to Learn Image Classifiers with Visual Analogy. A Deep Learning Approach for Blind Drift Calibratio …
Paper Group ANR 677

Paper Group ANR 677

July 27, 2019

Developpement de Methodes Automatiques pour la Reutilisation des Composants Logiciels. From Depth Data to Head Pose Estimation: a Siamese approach. High Five: Improving Gesture Recognition by Embracing Uncertainty. Distributed Bayesian Matrix Factorization with Limited Communication. Using Deep Convolutional Networks for Gesture Recognition in Amer …
Paper Group ANR 678

Paper Group ANR 678

July 27, 2019

Comparison of Multiple Features and Modeling Methods for Text-dependent Speaker Verification. Robust Fusion of LiDAR and Wide-Angle Camera Data for Autonomous Mobile Robots. On the Runtime-Efficacy Trade-off of Anomaly Detection Techniques for Real-Time Streaming Data. Deep Speaker Feature Learning for Text-independent Speaker Verification. Deep Le …
Paper Group ANR 679

Paper Group ANR 679

July 27, 2019

Making 360$^{\circ}$ Video Watchable in 2D: Learning Videography for Click Free Viewing. On the Interplay between Strong Regularity and Graph Densification. A Nonlinear Orthogonal Non-Negative Matrix Factorization Approach to Subspace Clustering. Compressed Sensing MRI Reconstruction using a Generative Adversarial Network with a Cyclic Loss. Unders …
Paper Group ANR 680

Paper Group ANR 680

July 27, 2019

Investigation of Using VAE for i-Vector Speaker Verification. On the Local Structure of Stable Clustering Instances. A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms. Diversified Texture Synthesis with Feed-forward Networks. Nonnegative Restricted Boltzmann Machines for Parts-based Representations Discovery and Pre …
Paper Group ANR 681

Paper Group ANR 681

July 27, 2019

APPD: Adaptive and Precise Pupil Boundary Detection using Entropy of Contour Gradients. A Machine Learning Framework for Resource Allocation Assisted by Cloud Computing. Super-resolution Using Constrained Deep Texture Synthesis. Cloud-based Deep Learning of Big EEG Data for Epileptic Seizure Prediction. Tosca: Operationalizing Commitments Over Info …
Paper Group ANR 682

Paper Group ANR 682

July 27, 2019

Asymptotic Confidence Regions for High-dimensional Structured Sparsity. Open-Category Classification by Adversarial Sample Generation. Meta learning Framework for Automated Driving. Stochastic Reformulations of Linear Systems: Algorithms and Convergence Theory. CT Image Reconstruction in a Low Dimensional Manifold. Map-based Multi-Policy Reinforcem …
Paper Group ANR 683

Paper Group ANR 683

July 27, 2019

Active Learning amidst Logical Knowledge. Best Viewpoint Tracking for Camera Mounted on Robotic Arm with Dynamic Obstacles. Date-Field Retrieval in Scene Image and Video Frames using Text Enhancement and Shape Coding. Recognizing and Curating Photo Albums via Event-Specific Image Importance. Fast and easy blind deblurring using an inverse filter an …
Paper Group ANR 684

Paper Group ANR 684

July 27, 2019

Visual Reasoning with Natural Language. Towards Interpretable Deep Neural Networks by Leveraging Adversarial Examples. Deep Learning for Sensor-based Activity Recognition: A Survey. Generative Semantic Manipulation with Contrasting GAN. An interpretable latent variable model for attribute applicability in the Amazon catalogue. LIUBoost : Locality I …
Paper Group ANR 685

Paper Group ANR 685

July 27, 2019

Use of Knowledge Graph in Rescoring the N-Best List in Automatic Speech Recognition. Using Graphs of Classifiers to Impose Declarative Constraints on Semi-supervised Learning. Automatic Classification of the Complexity of Nonfiction Texts in Portuguese for Early School Years. Pain-Free Random Differential Privacy with Sensitivity Sampling. Null Dyn …
Paper Group ANR 686

Paper Group ANR 686

July 27, 2019

Achieving the time of $1$-NN, but the accuracy of $k$-NN. Recent Advances in Features Extraction and Description Algorithms: A Comprehensive Survey. Does mitigating ML’s impact disparity require treatment disparity?. Centrality measures for graphons: Accounting for uncertainty in networks. Automatic Response Assessment in Regions of Language Cortex …
Paper Group ANR 687

Paper Group ANR 687

July 27, 2019

Knowledge Concentration: Learning 100K Object Classifiers in a Single CNN. Segmentation of Glioma Tumors in Brain Using Deep Convolutional Neural Network. Representing Hybrid Automata by Action Language Modulo Theories. Interactive Graphics for Visually Diagnosing Forest Classifiers in R. Learning the kernel matrix by resampling. Multi-stage Neural …
Paper Group ANR 688

Paper Group ANR 688

July 27, 2019

Building a Syllable Database to Solve the Problem of Khmer Word Segmentation. DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction. Dual Skipping Networks. Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic Gradient Riemannian MCMC. Deep De-Aliasing for Fast Compressive Sensing MRI. A World of Difference: Div …
Paper Group ANR 689

Paper Group ANR 689

July 27, 2019

Learning from Multi-View Multi-Way Data via Structural Factorization Machines. Byzantine-Tolerant Machine Learning. A Fully Convolutional Network for Semantic Labeling of 3D Point Clouds. Cost-Optimal Learning of Causal Graphs. Scene Text Eraser. Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks. $\left( β, \varpi \ri …
Paper Group ANR 690

Paper Group ANR 690

July 27, 2019

Deep Learning for Isotropic Super-Resolution from Non-Isotropic 3D Electron Microscopy. Ontologies in System Engineering: a Field Report. Unsupervised robust nonparametric learning of hidden community properties. Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression. Deep Reservoir Computing Using Cellular Automat …
Paper Group ANR 691

Paper Group ANR 691

July 27, 2019

To Learn or Not to Learn Features for Deformable Registration?. Improving Text Normalization by Optimizing Nearest Neighbor Matching. DAG-based Long Short-Term Memory for Neural Word Segmentation. Supervised Classification: Quite a Brief Overview. A Frame Tracking Model for Memory-Enhanced Dialogue Systems. A hierarchical loss and its problems when …
Paper Group ANR 692

Paper Group ANR 692

July 27, 2019

Estimation Considerations in Contextual Bandits. Speaker Identification in each of the Neutral and Shouted Talking Environments based on Gender-Dependent Approach Using SPHMMs. Identifying Best Interventions through Online Importance Sampling. Adversarial Examples Are Not Easily Detected: Bypassing Ten Detection Methods. An Integrated and Scalable …