[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 637
July 27, 2019

Paper Group ANR 637

Doubly Robust Data-Driven Distributionally Robust Optimization. Efficient Regret Minimization in Non-Convex Games. Listening to the World Improves Speech Command Recognition. BetaRun Soccer Simulation League Team: Variety, Complexity, and Learning. A semidiscrete version of the Citti-Petitot-Sarti model as a plausible model for anthropomorphic imag …

Paper Group ANR 638

Paper Group ANR 638

July 27, 2019

Light field super resolution through controlled micro-shifts of light field sensor. Extending Defensive Distillation. Consequentialist conditional cooperation in social dilemmas with imperfect information. Dynamic Multiscale Tree Learning Using Ensemble Strong Classifiers for Multi-label Segmentation of Medical Images with Lesions. Dual Supervised …
Paper Group ANR 639

Paper Group ANR 639

July 27, 2019

Detecting Curve Text in the Wild: New Dataset and New Solution. Visual Integration of Data and Model Space in Ensemble Learning. Photometric stereo for strong specular highlights. leave a trace - A People Tracking System Meets Anomaly Detection. Vector Quantization using the Improved Differential Evolution Algorithm for Image Compression. FLAME: A …
Paper Group ANR 640

Paper Group ANR 640

July 27, 2019

Towards Collaborative Conceptual Exploration. Inferring agent objectives at different scales of a complex adaptive system. Multi-view Unsupervised Feature Selection by Cross-diffused Matrix Alignment. Polar Transformer Networks. Decoupled Learning of Environment Characteristics for Safe Exploration. Simplifying the Bible and Wikipedia Using Statist …
Paper Group ANR 641

Paper Group ANR 641

July 27, 2019

Text Recognition in Scene Image and Video Frame using Color Channel Selection. Fuzzy finite element model updating using metaheuristic optimization algorithms. Towards multiple kernel principal component analysis for integrative analysis of tumor samples. Pointwise Convolutional Neural Networks. Be Precise or Fuzzy: Learning the Meaning of Cardinal …
Paper Group ANR 642

Paper Group ANR 642

July 27, 2019

Scalable Prototype Selection by Genetic Algorithms and Hashing. A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation. R-Clustering for Egocentric Video Segmentation. Convolutional neural networks for structured omics: OmicsCNN and the OmicsConv layer. Graph-based Isometry Invariant Representation Learning. A Framework for Wassers …
Paper Group ANR 643

Paper Group ANR 643

July 27, 2019

Genealogical Distance as a Diversity Estimate in Evolutionary Algorithms. Segmentation of Instances by Hashing. Learning Linear Dynamical Systems with High-Order Tensor Data for Skeleton based Action Recognition. Randomized Iterative Reconstruction for Sparse View X-ray Computed Tomography. Creativity: Generating Diverse Questions using Variational …
Paper Group ANR 644

Paper Group ANR 644

July 27, 2019

Impression Network for Video Object Detection. Optimal Errors and Phase Transitions in High-Dimensional Generalized Linear Models. Descriptions of Objectives and Processes of Mechanical Learning. Formal approaches to a definition of agents. Robustness from structure: Inference with hierarchical spiking networks on analog neuromorphic hardware. CNN- …
Paper Group ANR 645

Paper Group ANR 645

July 27, 2019

Micro Fourier Transform Profilometry ($μ$FTP): 3D shape measurement at 10,000 frames per second. Structure-measure: A New Way to Evaluate Foreground Maps. Locality Preserving Projections for Grassmann manifold. 3D Reconstruction of Simple Objects from A Single View Silhouette Image. Localized LRR on Grassmann Manifolds: An Extrinsic View. Fast Regr …
Paper Group ANR 646

Paper Group ANR 646

July 27, 2019

Probabilistic Learning of Torque Controllers from Kinematic and Force Constraints. Crowdsourcing Multiple Choice Science Questions. A General Framework for Robust Interactive Learning. Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effect. Provably Optimal Algorithms for Generalized Linear Contextual Bandits. Towards Neural Mach …
Paper Group ANR 647

Paper Group ANR 647

July 27, 2019

Interactive Video Object Segmentation in the Wild. Online Multi-Armed Bandit. An End-to-end 3D Convolutional Neural Network for Action Detection and Segmentation in Videos. Simulating Human Grandmasters: Evolution and Coevolution of Evaluation Functions. Exact alignment recovery for correlated Erdős-Rényi graphs. Supporting Navigation of Outdoor Sh …
Paper Group ANR 648

Paper Group ANR 648

July 27, 2019

Random matrix approach for primal-dual portfolio optimization problems. Evaluation of Hashing Methods Performance on Binary Feature Descriptors. Justifications in Constraint Handling Rules for Logical Retraction in Dynamic Algorithms. Investigating the Impact of Data Volume and Domain Similarity on Transfer Learning Applications. The exploding grad …
Paper Group ANR 649

Paper Group ANR 649

July 27, 2019

Calibrating chemical multisensory devices for real world applications: An in-depth comparison of quantitative Machine Learning approaches. Expert-Driven Genetic Algorithms for Simulating Evaluation Functions. Batched High-dimensional Bayesian Optimization via Structural Kernel Learning. Context-aware stacked convolutional neural networks for classi …
Paper Group ANR 650

Paper Group ANR 650

July 27, 2019

Subgroup Identification and Interpretation with Bayesian Nonparametric Models in Health Care Claims Data. Direction-Aware Semi-Dense SLAM. Zero-Shot Learning by Generating Pseudo Feature Representations. Spectrally-normalized margin bounds for neural networks. Learning Efficient Image Representation for Person Re-Identification. Optimistic Robust O …
Paper Group ANR 651

Paper Group ANR 651

July 27, 2019

Controlling for Unobserved Confounds in Classification Using Correlational Constraints. Columnar Database Techniques for Creating AI Features. Tracking The Untrackable: Learning To Track Multiple Cues with Long-Term Dependencies. Active Learning for Cost-Sensitive Classification. DataVizard: Recommending Visual Presentations for Structured Data. Un …
Paper Group ANR 652

Paper Group ANR 652

July 27, 2019

Relating Input Concepts to Convolutional Neural Network Decisions. Fine-graind Image Classification via Combining Vision and Language. Context Aware Document Embedding. Facial 3D Model Registration Under Occlusions With SensiblePoints-based Reinforced Hypothesis Refinement. Adversarial Discriminative Heterogeneous Face Recognition. Attention-Aware …
Paper Group ANR 653

Paper Group ANR 653

July 27, 2019

Sparse Coding on Stereo Video for Object Detection. A multi-branch convolutional neural network for detecting double JPEG compression. Towards Statistical Reasoning in Description Logics over Finite Domains (Full Version). Opinion Polarization by Learning from Social Feedback. Multilevel Modeling with Structured Penalties for Classification from Im …
Paper Group ANR 654

Paper Group ANR 654

July 27, 2019

Sparse High-Dimensional Regression: Exact Scalable Algorithms and Phase Transitions. Incident Light Frequency-based Image Defogging Algorithm. DE-PACRR: Exploring Layers Inside the PACRR Model. Learning of Coordination Policies for Robotic Swarms. Principal Boundary on Riemannian Manifolds. Third-Person Imitation Learning. Semantically Consistent R …
Paper Group ANR 655

Paper Group ANR 655

July 27, 2019

Analysis and Optimization of fastText Linear Text Classifier. Mining Frequent Patterns in Process Models. Sound-Word2Vec: Learning Word Representations Grounded in Sounds. Diffusion geometry unravels the emergence of functional clusters in collective phenomena. Learning Algorithms for Active Learning. Personalized Survival Predictions for Cardiac T …
Paper Group ANR 656

Paper Group ANR 656

July 27, 2019

Query-by-example Spoken Term Detection using Attention-based Multi-hop Networks. Variants of RMSProp and Adagrad with Logarithmic Regret Bounds. ElasticPlay: Interactive Video Summarization with Dynamic Time Budgets. Using Deep Neural Network Approximate Bayesian Network. Query-Focused Video Summarization: Dataset, Evaluation, and A Memory Network …
Paper Group ANR 657

Paper Group ANR 657

July 27, 2019

Stochastic Variance Reduction Methods for Policy Evaluation. Visualizations for an Explainable Planning Agent. A Unified Multi-Faceted Video Summarization System. Building a Regular Decision Boundary with Deep Networks. Online Monotone Games. Bayesian inference on random simple graphs with power law degree distributions. Multi-Image Semantic Matchi …
Paper Group ANR 658

Paper Group ANR 658

July 27, 2019

Can Image Retrieval help Visual Saliency Detection?. Top-Down Saliency Detection Driven by Visual Classification. SMC Faster R-CNN: Toward a scene-specialized multi-object detector. Self-explanatory Deep Salient Object Detection. Similarity Function Tracking using Pairwise Comparisons. The Morphospace of Consciousness. KGAN: How to Break The Minima …
Paper Group ANR 659

Paper Group ANR 659

July 27, 2019

Determining Song Similarity via Machine Learning Techniques and Tagging Information. Learning to Transfer. Predicting Session Length in Media Streaming. Consistent On-Line Off-Policy Evaluation. A Homological Theory of Functions. All the people around me: face discovery in egocentric photo-streams. Supervised Machine Learning for Signals Having RRC …
Paper Group ANR 660

Paper Group ANR 660

July 27, 2019

Robust Task Clustering for Deep Many-Task Learning. Emergent Translation in Multi-Agent Communication. Can GAN Learn Topological Features of a Graph?. ACtuAL: Actor-Critic Under Adversarial Learning. Prediction Scores as a Window into Classifier Behavior. Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning. I2T2I: Lea …
Paper Group ANR 661

Paper Group ANR 661

July 27, 2019

Automatic Segmentation of Retinal Vasculature. Sketched Subspace Clustering. Multiqubit and multilevel quantum reinforcement learning with quantum technologies. Improving Factor-Based Quantitative Investing by Forecasting Company Fundamentals. Learning from Comparisons and Choices. Inclusive Flavour Tagging Algorithm. Revenue-based Attribution Mode …
Paper Group ANR 662

Paper Group ANR 662

July 27, 2019

First and Second Order Methods for Online Convolutional Dictionary Learning. Assessment Formats and Student Learning Performance: What is the Relation?. Relative Camera Pose Estimation Using Convolutional Neural Networks. The Impact of Local Geometry and Batch Size on Stochastic Gradient Descent for Nonconvex Problems. Structural Attention Neural N …
Paper Group ANR 663

Paper Group ANR 663

July 27, 2019

Vectorial Dimension Reduction for Tensors Based on Bayesian Inference. Deep Gaussian Mixture Models. PCA in Data-Dependent Noise (Correlated-PCA): Nearly Optimal Finite Sample Guarantees. A Self-supervised Learning System for Object Detection using Physics Simulation and Multi-view Pose Estimation. Differentially Private Identity and Closeness Test …
Paper Group ANR 664

Paper Group ANR 664

July 27, 2019

Runtime Analysis of the $(1+(λ,λ))$ Genetic Algorithm on Random Satisfiable 3-CNF Formulas. Identifying Nonlinear 1-Step Causal Influences in Presence of Latent Variables. Fast Causal Inference with Non-Random Missingness by Test-Wise Deletion. Compressive Sensing via Convolutional Factor Analysis. Parallelizing Linear Recurrent Neural Nets Over Se …