[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 290
October 19, 2019

Paper Group ANR 290

Design of a nickel-base superalloy using a neural network. RNNs as psycholinguistic subjects: Syntactic state and grammatical dependency. Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization. D$^2$: Decentralized Training over Decentralized Data. Detecting Deceptive Reviews using Generative Adversarial Networks. Physics-driven Fire …

Paper Group ANR 291

Paper Group ANR 291

October 19, 2019

VIBNN: Hardware Acceleration of Bayesian Neural Networks. Decision-Making with Belief Functions: a Review. Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting. On How Well Generative Adversarial Networks Learn Densities: Nonparametric and Parametric Results. Towards a Neural Network Approach to Abstractive Multi-Documen …
Paper Group ANR 292

Paper Group ANR 292

October 19, 2019

Layout Design for Intelligent Warehouse by Evolution with Fitness Approximation. To the problem of “The Instrumental complex for ontological engineering purpose” software system design. Analysing the Robustness of Evolutionary Algorithms to Noise: Refined Runtime Bounds and an Example Where Noise is Beneficial. Spatially adaptive image compression …
Paper Group ANR 293

Paper Group ANR 293

October 19, 2019

Pure-Exploration for Infinite-Armed Bandits with General Arm Reservoirs. NegPSpan: efficient extraction of negative sequential patterns with embedding constraints. Object Detection and Classification in Occupancy Grid Maps using Deep Convolutional Networks. Free-rider Episode Screening via Dual Partition Model. Revisiting Projection-Free Optimizati …
Paper Group ANR 294

Paper Group ANR 294

October 19, 2019

A Minimalist Approach to Type-Agnostic Detection of Quadrics in Point Clouds. Deep Theory of Functional Connections: A New Method for Estimating the Solutions of PDEs. Neural Ranking Models for Temporal Dependency Structure Parsing. Time Aggregation and Model Interpretation for Deep Multivariate Longitudinal Patient Outcome Forecasting Systems in C …
Paper Group ANR 295

Paper Group ANR 295

October 19, 2019

Adversarially Robust Generalization Requires More Data. A Group-Theoretic Approach to Computational Abstraction: Symmetry-Driven Hierarchical Clustering. Generalised Differential Privacy for Text Document Processing. Combating Uncertainty with Novel Losses for Automatic Left Atrium Segmentation. Convergence of the Expectation-Maximization Algorithm …
Paper Group ANR 296

Paper Group ANR 296

October 19, 2019

A New Multi Criteria Decision Making Method: Approach of Logarithmic Concept (APLOCO). A Study of Deep Feature Fusion based Methods for Classifying Multi-lead ECG. Towards Robust Evaluations of Continual Learning. Generating protected fingerprint template utilizing coprime mapping transformation. Trace Quotient with Sparsity Priors for Learning Low …
Paper Group ANR 297

Paper Group ANR 297

October 19, 2019

Deep Speech Denoising with Vector Space Projections. Build a Compact Binary Neural Network through Bit-level Sensitivity and Data Pruning. Accumulating Knowledge for Lifelong Online Learning. Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes. Towards Principled Uncertainty Estimation for Deep Neural Networks. Generalizability of pred …
Paper Group ANR 298

Paper Group ANR 298

October 19, 2019

Properly-weighted graph Laplacian for semi-supervised learning. Light Field Denoising via Anisotropic Parallax Analysis in a CNN Framework. Guided Policy Exploration for Markov Decision Processes using an Uncertainty-Based Value-of-Information Criterion. Analysis of the Effect of Unexpected Outliers in the Classification of Spectroscopy Data. Hiera …
Paper Group ANR 299

Paper Group ANR 299

October 19, 2019

Valid Simultaneous Inference in High-Dimensional Settings (with the hdm package for R). No-Reference Color Image Quality Assessment: From Entropy to Perceptual Quality. A Library for Constraint Consistent Learning. Comparing approaches for mitigating intergroup variability in personality recognition. The Distribution of Reversible Functions is Norm …
Paper Group ANR 300

Paper Group ANR 300

October 19, 2019

Towards Human Pulse Rate Estimation from Face Video: Automatic Component Selection and Comparison of Blind Source Separation Methods. Solving Non-Convex Non-Concave Min-Max Games Under Polyak-Łojasiewicz Condition. Risk-Aware Resource Allocation for URLLC: Challenges and Strategies with Machine Learning. Zero-Shot Visual Imitation. Human-Machine Co …
Paper Group ANR 301

Paper Group ANR 301

October 19, 2019

Live Target Detection with Deep Learning Neural Network and Unmanned Aerial Vehicle on Android Mobile Device. Scalar Quantization as Sparse Least Square Optimization. Constructing Ontology-Based Cancer Treatment Decision Support System with Case-Based Reasoning. WHInter: A Working set algorithm for High-dimensional sparse second order Interaction m …
Paper Group ANR 302

Paper Group ANR 302

October 19, 2019

Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation. A Quality Type-aware Annotated Corpus and Lexicon for Harassment Research. A Hybrid Method for Traffic Flow Forecasting Using Multimodal Deep Learning. A Study of Enhancement, Augmentation, and Autoencoder Methods for Domain Adaptation in Distant Speech Recognition. Automat …
Paper Group ANR 303

Paper Group ANR 303

October 19, 2019

Refining Manually-Designed Symbol Grounding and High-Level Planning by Policy Gradients. Big Data Analytics for Wireless and Wired Network Design: A Survey. Convolutional neural network based automatic plaque characterization from intracoronary optical coherence tomography images. What the Vec? Towards Probabilistically Grounded Embeddings. Native …
Paper Group ANR 304

Paper Group ANR 304

October 19, 2019

Tagging like Humans: Diverse and Distinct Image Annotation. Wideband Time-Domain Digital Backpropagation via Subband Processing and Deep Learning. Machine learning and AI research for Patient Benefit: 20 Critical Questions on Transparency, Replicability, Ethics and Effectiveness. Time Series Featurization via Topological Data Analysis. Cooperative …
Paper Group ANR 305

Paper Group ANR 305

October 19, 2019

Moment Matching for Multi-Source Domain Adaptation. On Oracle-Efficient PAC RL with Rich Observations. Deep Neural Maps. Memory-Augmented Neural Networks for Predictive Process Analytics. Field-Programmable Deep Neural Network (DNN) Learning and Inference accelerator: a concept. Multilayered Model of Speech. Efficient Distributed Hessian Free Algor …
Paper Group ANR 306

Paper Group ANR 306

October 19, 2019

Fully Convolutional Network for Automatic Road Extraction from Satellite Imagery. Forward Stability of ResNet and Its Variants. Automatic Pixelwise Object Labeling for Aerial Imagery Using Stacked U-Nets. Product Characterisation towards Personalisation: Learning Attributes from Unstructured Data to Recommend Fashion Products. MimicGAN: Corruption- …
Paper Group ANR 307

Paper Group ANR 307

October 19, 2019

Scaling Video Analytics Systems to Large Camera Deployments. Neural Machine Translation of Logographic Languages Using Sub-character Level Information. Adaptive Polar Active Contour for Segmentation and Tracking in Ultrasound Videos. Research on the Brain-inspired Cross-modal Neural Cognitive Computing Framework. Constraining the Dynamics of Deep P …
Paper Group ANR 308

Paper Group ANR 308

October 19, 2019

Combining Subgoal Graphs with Reinforcement Learning to Build a Rational Pathfinder. Classifying magnetic resonance image modalities with convolutional neural networks. Safe learning-based optimal motion planning for automated driving. Machine learning enables long time scale molecular photodynamics simulations. Densely Connected Convolutional Netw …
Paper Group ANR 309

Paper Group ANR 309

October 19, 2019

Approaches for Enriching and Improving Textual Knowledge Bases. On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent. Functionality-Oriented Convolutional Filter Pruning. Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering. A Provably Correct Algorithm for Deep Learning that A …
Paper Group ANR 310

Paper Group ANR 310

October 19, 2019

21 Million Opportunities: A 19 Facility Investigation of Factors Affecting Hand Hygiene Compliance via Linear Predictive Models. Industrial Smoke Detection and Visualization. Synergy Effect between Convolutional Neural Networks and the Multiplicity of SMILES for Improvement of Molecular Prediction. Efficient Model Identification for Tensegrity Loco …
Paper Group ANR 311

Paper Group ANR 311

October 19, 2019

Coupled Longitudinal and Lateral Control of a Vehicle using Deep Learning. Large-Scale Video Classification with Feature Space Augmentation coupled with Learned Label Relations and Ensembling. High-dimensional Penalty Selection via Minimum Description Length Principle. Generating retinal flow maps from structural optical coherence tomography with a …
Paper Group ANR 312

Paper Group ANR 312

October 19, 2019

Real-time Surgical Tools Recognition in Total Knee Arthroplasty Using Deep Neural Networks. Learning Restricted Boltzmann Machines via Influence Maximization. Semantic embeddings for program behavior patterns. Resource allocation under uncertainty: an algebraic and qualitative treatment. Selective Sampling and Mixture Models in Generative Adversari …
Paper Group ANR 313

Paper Group ANR 313

October 19, 2019

Learning to quantify emphysema extent: What labels do we need?. Proxy Fairness. Unifying Gaussian LWF and AMP Chain Graphs to Model Interference. Nonlinear Robust Filtering of Sampled-Data Dynamical Systems. Mathematical Analysis of Adversarial Attacks. Quantization for Rapid Deployment of Deep Neural Networks. The algorithm of formation of a train …
Paper Group ANR 314

Paper Group ANR 314

October 19, 2019

ApolloCar3D: A Large 3D Car Instance Understanding Benchmark for Autonomous Driving. Cloud No Longer a Silver Bullet, Edge to the Rescue. Deep Continuous Conditional Random Fields with Asymmetric Inter-object Constraints for Online Multi-object Tracking. Higher-order Spectral Clustering for Heterogeneous Graphs. Amanuensis: The Programmer’s Apprent …
Paper Group ANR 315

Paper Group ANR 315

October 19, 2019

Bayesian Modeling via Goodness-of-fit. Teaching Syntax by Adversarial Distraction. Sentiment analysis for Arabic language: A brief survey of approaches and techniques. Complex Network Classification with Convolutional Neural Network. Reconstructing probabilistic trees of cellular differentiation from single-cell RNA-seq data. Embedding Push and Pul …
Paper Group ANR 316

Paper Group ANR 316

October 19, 2019

Deep Metric Learning with Hierarchical Triplet Loss. An information-theoretic on-line update principle for perception-action coupling. Estimating Bayesian Optimal Treatment Regimes for Dichotomous Outcomes using Observational Data. Offline and Online calibration of Mobile Robot and SLAM Device for Navigation. Resilient Non-Submodular Maximization o …
Paper Group ANR 317

Paper Group ANR 317

October 19, 2019

PhaseStain: Digital staining of label-free quantitative phase microscopy images using deep learning. Transcribing Lyrics From Commercial Song Audio: The First Step Towards Singing Content Processing. Segmentation of Liver Lesions with Reduced Complexity Deep Models. Environments for Lifelong Reinforcement Learning. A Deep Learning Architecture for …