[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 480
April 1, 2020

Paper Group ANR 480

A Computational Investigation on Denominalization. A One-Shot Learning Framework for Assessment of Fibrillar Collagen from Second Harmonic Generation Images of an Infarcted Myocardium. Plant Stem Segmentation Using Fast Ground Truth Generation. Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems. Improved inter-scanner MS lesi …

Paper Group ANR 481

Paper Group ANR 481

April 1, 2020

C-DLinkNet: considering multi-level semantic features for human parsing. Intrinsic Motivation for Encouraging Synergistic Behavior. Learning to Represent Programs with Property Signatures. Segmentation of brain tumor on magnetic resonance imaging using a convolutional architecture. From Nesterov’s Estimate Sequence to Riemannian Acceleration. A Lab …
Paper Group ANR 482

Paper Group ANR 482

April 1, 2020

How to Evaluate Solutions in Pareto-based Search-Based Software Engineering? A Critical Review and Methodological Guidance. Dominance Move calculation using a MIP approach for comparison of multi and many-objective optimization solution sets. Improved dual channel pulse coupled neural network and its application to multi-focus image fusion. Adversa …
Paper Group ANR 483

Paper Group ANR 483

April 1, 2020

Geometry and Topology of Deep Neural Networks’ Decision Boundaries. Performance Analysis of Combine Harvester using Hybrid Model of Artificial Neural Networks Particle Swarm Optimization. Minimax Confidence Interval for Off-Policy Evaluation and Policy Optimization. Generalized sampling with functional principal components for high-resolution rando …
Paper Group ANR 484

Paper Group ANR 484

April 1, 2020

Learning Occupational Task-Shares Dynamics for the Future of Work. Towards information-rich, logical text generation with knowledge-enhanced neural models. Evaluating image matching methods for book cover identification. Graphs, Convolutions, and Neural Networks. Learning to Resolve Alliance Dilemmas in Many-Player Zero-Sum Games. A Hybrid Stochast …
Paper Group ANR 485

Paper Group ANR 485

April 1, 2020

On Newton Screening. Learning High Order Feature Interactions with Fine Control Kernels. Referencing Source Code Artifacts: a Separate Concern in Software Citation. The DIDI dataset: Digital Ink Diagram data. Dynamic Incentive-aware Learning: Robust Pricing in Contextual Auctions. A Spatial-Temporal Attentive Network with Spatial Continuity for Tra …
Paper Group ANR 486

Paper Group ANR 486

April 1, 2020

The Hessian Estimation Evolution Strategy. Environmental Adaptation of Robot Morphology and Control through Real-world Evolution. Learning From Strategic Agents: Accuracy, Improvement, and Causality. Active stereo vision three-dimensional reconstruction by RGB dot pattern projection and ray intersection. A Bayesian Approach to Conversational Recomm …
Paper Group ANR 487

Paper Group ANR 487

April 1, 2020

Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes. Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction. Superbloom: Bloom filter meets Transformer. 2.75D Convolutional Neural Network for Pulmonary Nodule Classification in Chest CT. Outlier Gu …
Paper Group ANR 488

Paper Group ANR 488

April 1, 2020

Exploring Neural Models for Parsing Natural Language into First-Order Logic. Advanced kNN: A Mature Machine Learning Series. Universal Successor Features for Transfer Reinforcement Learning. Adapting to Unseen Environments through Explicit Representation of Context. Bayesian optimization of variable-size design space problems. SPFCN: Select and Pru …
Paper Group ANR 489

Paper Group ANR 489

April 1, 2020

Upper, Middle and Lower Region Learning for Facial Action Unit Detection. The impossibility of low rank representations for triangle-rich complex networks. Multi-faceted Trust-based Collaborative Filtering. Linearly Constrained Gaussian Processes with Boundary Conditions. Developing a Recommendation Benchmark for MLPerf Training and Inference. Tech …
Paper Group ANR 490

Paper Group ANR 490

April 1, 2020

High-dimensional Neural Feature using Rectified Linear Unit and Random Matrix Instance. Noise Modeling, Synthesis and Classification for Generic Object Anti-Spoofing. ABBA: Adaptive Brownian bridge-based symbolic aggregation of time series. New Perspectives on the Use of Online Learning for Congestion Level Prediction over Traffic Data. A Novel Fra …
Paper Group ANR 491

Paper Group ANR 491

April 1, 2020

A Free-Energy Principle for Representation Learning. Video Monitoring Queries. On the Inductive Bias of a CNN for Orthogonal Patterns Distributions. Cross-dataset Training for Class Increasing Object Detection. Explicit Regularization of Stochastic Gradient Methods through Duality. Model-Based Machine Learning for Joint Digital Backpropagation and …
Paper Group ANR 492

Paper Group ANR 492

April 1, 2020

Learning to Generate Multiple Style Transfer Outputs for an Input Sentence. Regularized Optimal Transport is Ground Cost Adversarial. Co-occurrence Background Model with Superpixels for Robust Background Initialization. Excitation-based Voice Quality Analysis and Modification. Boosting Algorithms for Estimating Optimal Individualized Treatment Rule …
Paper Group ANR 493

Paper Group ANR 493

April 1, 2020

PHOTON – A Python API for Rapid Machine Learning Model Development. Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution Alignment. Unpaired Image-to-Image Translation using Adversarial Consistency Loss. Adaptive Name Entity Recognition under Highly Unbalanced Data. What Emotions Make One or Five Stars? Unders …
Paper Group ANR 494

Paper Group ANR 494

April 1, 2020

Duality of Width and Depth of Neural Networks. The GraphNet Zoo: A Plug-and-Play Framework for Deep Semi-Supervised Classification. Exploiting Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network. ERA: A Dataset and Deep Learning Benchmark for Event Recognition in Aerial Videos. D2D-Enabled Data Sh …
Paper Group ANR 495

Paper Group ANR 495

April 1, 2020

Ranger: Boosting Error Resilience of Deep Neural Networks through Range Restriction. Faster than FAST: GPU-Accelerated Frontend for High-Speed VIO. Enhancing Feature Invariance with Learned Image Transformations for Image Retrieval. Semi-Federated Learning. QC-SPHRAM: Quasi-conformal Spherical Harmonics Based Geometric Distortions on Hippocampal Su …
Paper Group ANR 496

Paper Group ANR 496

April 1, 2020

Improving Efficiency in Neural Network Accelerator Using Operands Hamming Distance optimization. Efficient Bitwidth Search for Practical Mixed Precision Neural Network. Trajectory Poisson multi-Bernoulli filters. Obliviousness Makes Poisoning Adversaries Weaker. Conversations with Documents. An Exploration of Document-Centered Assistance. Language …
Paper Group ANR 497

Paper Group ANR 497

April 1, 2020

Target Detection, Tracking and Avoidance System for Low-cost UAVs using AI-Based Approaches. Hybrid calibration procedure for fringe projection profilometry based on stereo-vision and polynomial fitting. Introducing Aspects of Creativity in Automatic Poetry Generation. Does label smoothing mitigate label noise?. Bypassing the Monster: A Faster and …
Paper Group ANR 498

Paper Group ANR 498

April 1, 2020

Convolutional Neural Networks for Image-based Corn Kernel Detection and Counting. Probabilistic spike propagation for FPGA implementation of spiking neural networks. Deterministic Approximate EM Algorithm; Application to the Riemann Approximation EM and the Tempered EM. Adaptive Structural Hyper-Parameter Configuration by Q-Learning. SceneCAD: Pred …
Paper Group ANR 499

Paper Group ANR 499

April 1, 2020

Leveraging Prior Knowledge for Protein-Protein Interaction Extraction with Memory Network. From Patterson Maps to Atomic Coordinates: Training a Deep Neural Network to Solve the Phase Problem for a Simplified Case. Model-assisted cohort selection with bias analysis for generating large-scale cohorts from the EHR for oncology research. Unsupervised …
Paper Group ANR 500

Paper Group ANR 500

April 1, 2020

Online Guest Detection in a Smart Home using Pervasive Sensors and Probabilistic Reasoning. Connecting GANs and MFGs. AU-AIR: A Multi-modal Unmanned Aerial Vehicle Dataset for Low Altitude Traffic Surveillance. Synthesis of Brain Tumor MR Images for Learning Data Augmentation. Meta-Learning Initializations for Low-Resource Drug Discovery. Bridging …
Paper Group ANR 501

Paper Group ANR 501

April 1, 2020

AMR Similarity Metrics from Principles. Semantic Sensitive TF-IDF to Determine Word Relevance in Documents. Multi-label Prediction in Time Series Data using Deep Neural Networks. HumBug Zooniverse: a crowd-sourced acoustic mosquito dataset. Core-Collapse Supernova Gravitational-Wave Search and Deep Learning Classification. Accelerating RNN Transduc …
Paper Group ANR 502

Paper Group ANR 502

April 1, 2020

Precise Tradeoffs in Adversarial Training for Linear Regression. RelatIF: Identifying Explanatory Training Examples via Relative Influence. UDD: An Underwater Open-sea Farm Object Detection Dataset for Underwater Robot Picking. Trained Model Fusion for Object Detection using Gating Network. Unsupervisedly Learned Representations: Should the Quest b …
Paper Group ANR 503

Paper Group ANR 503

April 1, 2020

SuperNet – An efficient method of neural networks ensembling. SLEIPNIR: Deterministic and Provably Accurate Feature Expansion for Gaussian Process Regression with Derivatives. Analysis of the quotation corpus of the Russian Wiktionary. Is the Meta-Learning Idea Able to Improve the Generalization of Deep Neural Networks on the Standard Supervised L …
Paper Group ANR 504

Paper Group ANR 504

April 1, 2020

Captioning Images Taken by People Who Are Blind. Exploration of Surgeons’ Natural Skills for Robotic Catheterization. A machine-learning software-systems approach to capture social, regulatory, governance, and climate problems. Efficient Domain Generalization via Common-Specific Low-Rank Decomposition. Rigidity Properties of the Blum Medial Axis. D …
Paper Group ANR 505

Paper Group ANR 505

April 1, 2020

ReluDiff: Differential Verification of Deep Neural Networks. DeepFake Detection: Current Challenges and Next Steps. Taking a hint: How to leverage loss predictors in contextual bandits?. FDFtNet: Facing Off Fake Images using Fake Detection Fine-tuning Network. Decentralized Multi-player Multi-armed Bandits with No Collision Information. Near-linear …
Paper Group ANR 506

Paper Group ANR 506

April 1, 2020

Negative Statements Considered Useful. Towards Identifying and closing Gaps in Assurance of autonomous Road vehicleS – a collection of Technical Notes Part 1. Investigating the Compositional Structure Of Deep Neural Networks. Proceedings of Symposium on Data Mining Applications 2014. Convergence of Recursive Stochastic Algorithms using Wasserstein …
Paper Group ANR 507

Paper Group ANR 507

April 1, 2020

LUNAR: Cellular Automata for Drifting Data Streams. Deep Representation Learning for Dynamical Systems Modeling. A spatio-temporalisation of ALC(D) and its translation into alternating automata augmented with spatial constraints. A Markerless Deep Learning-based 6 Degrees of Freedom PoseEstimation for with Mobile Robots using RGB Data. Stochastic I …