[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 581
July 27, 2019

Paper Group ANR 581

On Detecting Adversarial Perturbations. Multimodal Fusion via a Series of Transfers for Noise Removal. Quantum Mechanical Approach to Modelling Reliability of Sensor Reports. Visual Decoding of Targets During Visual Search From Human Eye Fixations. Transductive Zero-Shot Learning with a Self-training dictionary approach. Challenges in Providing Aut …

Paper Group ANR 582

Paper Group ANR 582

July 27, 2019

Online Learning Without Prior Information. Agnostic Learning by Refuting. Multiscale Residual Mixture of PCA: Dynamic Dictionaries for Optimal Basis Learning. Efficient Online Inference for Infinite Evolutionary Cluster models with Applications to Latent Social Event Discovery. Peduncle Detection of Sweet Pepper for Autonomous Crop Harvesting - Com …
Paper Group ANR 583

Paper Group ANR 583

July 27, 2019

Stance Detection in Turkish Tweets. Thresholding based Efficient Outlier Robust PCA. Other Topics You May Also Agree or Disagree: Modeling Inter-Topic Preferences using Tweets and Matrix Factorization. Smart Mirror: Intelligent Makeup Recommendation and Synthesis. An Elementary Analysis of the Probability That a Binomial Random Variable Exceeds Its …
Paper Group ANR 584

Paper Group ANR 584

July 27, 2019

Hamiltonian Maker-Breaker games on small graphs. Local Radon Descriptors for Image Search. Predicting Floor-Level for 911 Calls with Neural Networks and Smartphone Sensor Data. A Framework for Easing the Development of Applications Embedding Answer Set Programming. A New Method for Removing the Moire’ Pattern from Images. Automatic Localization of …
Paper Group ANR 585

Paper Group ANR 585

July 27, 2019

A Convenient Category for Higher-Order Probability Theory. Learning Word Embeddings from the Portuguese Twitter Stream: A Study of some Practical Aspects. A Deep Incremental Boltzmann Machine for Modeling Context in Robots. Bollywood Movie Corpus for Text, Images and Videos. Developing the Path Signature Methodology and its Application to Landmark- …
Paper Group ANR 586

Paper Group ANR 586

July 27, 2019

Multi-Planar Deep Segmentation Networks for Cardiac Substructures from MRI and CT. Reinforcement learning techniques for Outer Loop Link Adaptation in 4G/5G systems. SARAH: A Novel Method for Machine Learning Problems Using Stochastic Recursive Gradient. On the Fine-Grained Complexity of Empirical Risk Minimization: Kernel Methods and Neural Networ …
Paper Group ANR 587

Paper Group ANR 587

July 27, 2019

Energy saving for building heating via a simple and efficient model-free control design: First steps with computer simulations. Feasibility Study: Moving Non-Homogeneous Teams in Congested Video Game Environments. EB-GLS: An Improved Guided Local Search Based on the Big Valley Structure. Modifying Optimal SAT-based Approach to Multi-agent Path-find …
Paper Group ANR 588

Paper Group ANR 588

July 27, 2019

Rapid parametric density estimation. Tensor-Generative Adversarial Network with Two-dimensional Sparse Coding: Application to Real-time Indoor Localization. The Parallel Algorithm for the 2-D Discrete Wavelet Transform. Approximating meta-heuristics with homotopic recurrent neural networks. Towards co-evolution of fitness predictors and Deep Neural …
Paper Group ANR 589

Paper Group ANR 589

July 27, 2019

Convex Optimization with Unbounded Nonconvex Oracles using Simulated Annealing. Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model. SIMLR: A Tool for Large-Scale Genomic Analyses by Multi-Kernel Learning. ClustGeo: an R package for hierarchical clustering with spatial constraints. Cultivating DNN Diversity for Large Scale Vid …
Paper Group ANR 590

Paper Group ANR 590

July 27, 2019

The Causal Frame Problem: An Algorithmic Perspective. Overlapping Cover Local Regression Machines. What Would a Graph Look Like in This Layout? A Machine Learning Approach to Large Graph Visualization. Deep Neural Network Optimized to Resistive Memory with Nonlinear Current-Voltage Characteristics. Fully Distributed and Asynchronized Stochastic Gra …
Paper Group ANR 591

Paper Group ANR 591

July 27, 2019

Drift Analysis. Supervised Deep Hashing for Hierarchical Labeled Data. Query Efficient Posterior Estimation in Scientific Experiments via Bayesian Active Learning. A Real-time and Registration-free Framework for Dynamic Shape Instantiation. Acquiring Target Stacking Skills by Goal-Parameterized Deep Reinforcement Learning. Product Graph-based Highe …
Paper Group ANR 592

Paper Group ANR 592

July 27, 2019

An Epipolar Line from a Single Pixel. A dynamic network model with persistent links and node-specific latent variables, with an application to the interbank market. Targeted matrix completion. Vid2speech: Speech Reconstruction from Silent Video. Clustering with feature selection using alternating minimization, Application to computational biology. …
Paper Group ANR 593

Paper Group ANR 593

July 27, 2019

Leveraging Sparse and Dense Feature Combinations for Sentiment Classification. The origins of Zipf’s meaning-frequency law. Bayesian Optimisation for Safe Navigation under Localisation Uncertainty. Consistent Kernel Density Estimation with Non-Vanishing Bandwidth. Learning to Factor Policies and Action-Value Functions: Factored Action Space Represe …
Paper Group ANR 594

Paper Group ANR 594

July 27, 2019

On the Behavior of Convolutional Nets for Feature Extraction. Deep learning for extracting protein-protein interactions from biomedical literature. Learning Discriminative Alpha-Beta-divergence for Positive Definite Matrices (Extended Version). Visually Grounded Word Embeddings and Richer Visual Features for Improving Multimodal Neural Machine Tran …
Paper Group ANR 595

Paper Group ANR 595

July 27, 2019

Domain Aware Neural Dialog System. Learning to select data for transfer learning with Bayesian Optimization. Machine Learning Based Fast Power Integrity Classifier. DSCOVR: Randomized Primal-Dual Block Coordinate Algorithms for Asynchronous Distributed Optimization. Copula Index for Detecting Dependence and Monotonicity between Stochastic Signals. …
Paper Group ANR 596

Paper Group ANR 596

July 27, 2019

Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer’s Disease using structural MR and FDG-PET images. Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution. Direct Estimation of Regional Wall Thicknesses via Residual Recurrent Neural Network. Hierarc …
Paper Group ANR 597

Paper Group ANR 597

July 27, 2019

A Sport Tournament Scheduling by Genetic Algorithm with Swapping Method. Realistic Traffic Generation for Web Robots. Bandit Convex Optimization for Scalable and Dynamic IoT Management. An Asynchronous Distributed Framework for Large-scale Learning Based on Parameter Exchanges. Towards a More Reliable Privacy-preserving Recommender System. Variance …
Paper Group ANR 598

Paper Group ANR 598

July 27, 2019

Self-Taught Support Vector Machine. Gaussian Process Regression for Arctic Coastal Erosion Forecasting. Evaluating Noisy Optimisation Algorithms: First Hitting Time is Problematic. Privacy-Preserving Visual Learning Using Doubly Permuted Homomorphic Encryption. High-Quality Correspondence and Segmentation Estimation for Dual-Lens Smart-Phone Portra …
Paper Group ANR 599

Paper Group ANR 599

July 27, 2019

Analyzing Learned Convnet Features with Dirichlet Process Gaussian Mixture Models. BKTreebank: Building a Vietnamese Dependency Treebank. Semantic Instance Labeling Leveraging Hierarchical Segmentation. Symbol detection in online handwritten graphics using Faster R-CNN. Automatic Music Highlight Extraction using Convolutional Recurrent Attention Ne …
Paper Group ANR 600

Paper Group ANR 600

July 27, 2019

Identifying Harm Events in Clinical Care through Medical Narratives. Cross-modal Subspace Learning for Fine-grained Sketch-based Image Retrieval. ICABiDAS: Intuition Centred Architecture for Big Data Analysis and Synthesis. Encoding Word Confusion Networks with Recurrent Neural Networks for Dialog State Tracking. DLPaper2Code: Auto-generation of Co …
Paper Group ANR 601

Paper Group ANR 601

July 27, 2019

Fast Top-k Area Topics Extraction with Knowledge Base. Integrating semi-supervised label propagation and random forests for multi-atlas based hippocampus segmentation. One for All: Towards Language Independent Named Entity Linking. Speckle Reduction with Trained Nonlinear Diffusion Filtering. Camera-trap images segmentation using multi-layer robust …
Paper Group ANR 602

Paper Group ANR 602

July 27, 2019

On-line Building Energy Optimization using Deep Reinforcement Learning. Sparse inference of the drift of a high-dimensional Ornstein-Uhlenbeck process. Hand3D: Hand Pose Estimation using 3D Neural Network. Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training. Visually-Aware Fashion Recommendation and Design with …
Paper Group ANR 603

Paper Group ANR 603

July 27, 2019

Dynamic Task Allocation for Crowdsourcing Settings. Time Series Anomaly Detection; Detection of anomalous drops with limited features and sparse examples in noisy highly periodic data. Bitwise Operations of Cellular Automaton on Gray-scale Images. Filmy Cloud Removal on Satellite Imagery with Multispectral Conditional Generative Adversarial Nets. E …
Paper Group ANR 604

Paper Group ANR 604

July 27, 2019

Learning Large-Scale Topological Maps Using Sum-Product Networks. Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension. Distributed Robust Subspace Recovery. SCDA: School Compatibility Decomposition Algorithm for Solving the Multi-School Bus Routing and Scheduling Problem. 25 Tweets to Know You: A New Model to Predict Perso …
Paper Group ANR 605

Paper Group ANR 605

July 27, 2019

AffectNet: A Database for Facial Expression, Valence, and Arousal Computing in the Wild. The ratio of normalizing constants for Bayesian graphical Gaussian model selection. The Bag Semantics of Ontology-Based Data Access. Accurate Inference for Adaptive Linear Models. Optimization of Ensemble Supervised Learning Algorithms for Increased Sensitivity …
Paper Group ANR 606

Paper Group ANR 606

July 27, 2019

Supervised Speech Separation Based on Deep Learning: An Overview. An Empirical Evaluation of Visual Question Answering for Novel Objects. Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting. Inference in Graphical Models via Semidefinite Programming Hierarchies. Comparison of Batch Normalization and Weight N …
Paper Group ANR 607

Paper Group ANR 607

July 27, 2019

Dilated Convolutional Neural Networks for Cardiovascular MR Segmentation in Congenital Heart Disease. The Effect of Negators, Modals, and Degree Adverbs on Sentiment Composition. Unsupervised Learning Layers for Video Analysis. Parametrizing filters of a CNN with a GAN. Sound Event Detection Using Spatial Features and Convolutional Recurrent Neural …
Paper Group ANR 608

Paper Group ANR 608

July 27, 2019

Graph-Theoretic Spatiotemporal Context Modeling for Video Saliency Detection. A New Approach for Measuring Sentiment Orientation based on Multi-Dimensional Vector Space. Modeling the Ellsberg Paradox by Argument Strength. Improving Robustness of ML Classifiers against Realizable Evasion Attacks Using Conserved Features. Evasion Attacks against Mach …