[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 150
October 19, 2019

Paper Group ANR 150

Matrix Completion and Performance Guarantees for Single Individual Haplotyping. k-Space Deep Learning for Reference-free EPI Ghost Correction. Scalable and Robust Community Detection with Randomized Sketching. Hallucinating Point Cloud into 3D Sculptural Object. Discrete minimax estimation with trees. A refinement of Bennett’s inequality with appli …

Paper Group ANR 151

Paper Group ANR 151

October 19, 2019

A Comparison of Constraint Handling Techniques for Dynamic Constrained Optimization Problems. Can Network Embedding of Distributional Thesaurus be Combined with Word Vectors for Better Representation?. Deep Transfer Learning for Static Malware Classification. Unsupervised parameter selection for denoising with the elastic net. Experience, Imitation …
Paper Group ANR 152

Paper Group ANR 152

October 19, 2019

Representing scenarios for process evolution management. Semantic Relation Classification: Task Formalisation and Refinement. Proceedings of the Artificial Intelligence for Cyber Security (AICS) Workshop 2019. Decoupling Semantic Context and Color Correlation with multi-class cross branch regularization. Towards a More Practice-Aware Runtime Analys …
Paper Group ANR 153

Paper Group ANR 153

October 19, 2019

Domain Specific Approximation for Object Detection. Dictionary-Guided Editing Networks for Paraphrase Generation. On Batch Orthogonalization Layers. Dynamic Multi-Level Multi-Task Learning for Sentence Simplification. A Distributed Extension of the Turing Machine. Finite Time Adaptive Stabilization of LQ Systems. Tool Breakage Detection using Deep …
Paper Group ANR 154

Paper Group ANR 154

October 19, 2019

Needle Tip Force Estimation using an OCT Fiber and a Fused convGRU-CNN Architecture. Learning and Inference on Generative Adversarial Quantum Circuits. SlugNERDS: A Named Entity Recognition Tool for Open Domain Dialogue Systems. Disentangling by Partitioning: A Representation Learning Framework for Multimodal Sensory Data. Game Semantics and Linear …
Paper Group ANR 155

Paper Group ANR 155

October 19, 2019

Wavelet Convolutional Neural Networks. Lagged correlation-based deep learning for directional trend change prediction in financial time series. Evaluating Gaussian Process Metamodels and Sequential Designs for Noisy Level Set Estimation. Found a good match: should I keep searching? - Accuracy and Performance in Iris Matching Using 1-to-First Search …
Paper Group ANR 156

Paper Group ANR 156

October 19, 2019

Code-switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation. Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games. Derivative-free online learning of inverse dynamics models. Real-Time Monocular Object-Model Aware Sparse SLAM. Monocular Object and Plane SLAM in Stru …
Paper Group ANR 157

Paper Group ANR 157

October 19, 2019

Non-Iterative Knowledge Fusion in Deep Convolutional Neural Networks. Optimal locally private estimation under $\ell_p$ loss for $1\le p\le 2$. A game-theoretic approach to timeline-based planning with uncertainty. Towards Automated Factchecking: Developing an Annotation Schema and Benchmark for Consistent Automated Claim Detection. An efficient de …
Paper Group ANR 158

Paper Group ANR 158

October 19, 2019

RGB-based 3D Hand Pose Estimation via Privileged Learning with Depth Images. XPCA: Extending PCA for a Combination of Discrete and Continuous Variables. Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation. Unsupervised learning with contrastive latent variable models. Finding Frequent Entities in Continuous Data. Adversari …
Paper Group ANR 159

Paper Group ANR 159

October 19, 2019

Generalized Scene Reconstruction. Taskonomy: Disentangling Task Transfer Learning. A Dynamic Model for Traffic Flow Prediction Using Improved DRN. SA-IGA: A Multiagent Reinforcement Learning Method Towards Socially Optimal Outcomes. Cardinality Leap for Open-Ended Evolution: Theoretical Consideration and Demonstration by “Hash Chemistry”. GAPLE: Ge …
Paper Group ANR 160

Paper Group ANR 160

October 19, 2019

Reasoning with Justifiable Exceptions in Contextual Hierarchies (Appendix). A Polynomial-time Fragment of Epistemic Probabilistic Argumentation (Technical Report). From Trailers to Storylines: An Efficient Way to Learn from Movies. Pattern Dependence Detection using n-TARP Clustering. Empirical Evaluation of Contextual Policy Search with a Comparis …
Paper Group ANR 161

Paper Group ANR 161

October 19, 2019

BCCNet: Bayesian classifier combination neural network. Convergence Analysis of Gradient Descent Algorithms with Proportional Updates. FoldingZero: Protein Folding from Scratch in Hydrophobic-Polar Model. Learning Dual Convolutional Neural Networks for Low-Level Vision. Efficient Semantic Segmentation for Visual Bird’s-eye View Interpretation. Adve …
Paper Group ANR 162

Paper Group ANR 162

October 19, 2019

A Summary of Adaptation of Techniques from Search-based Optimal Multi-Agent Path Finding Solvers to Compilation-based Approach. Automatic Generation of Language-Independent Features for Cross-Lingual Classification. Development of ICA and IVA Algorithms with Application to Medical Image Analysis. Improving Clinical Predictions through Unsupervised …
Paper Group ANR 163

Paper Group ANR 163

October 19, 2019

Deep Neural Networks for Estimation and Inference. Top k Memory Candidates in Memory Networks for Common Sense Reasoning. Analysis of Fast Structured Dictionary Learning. Seeded Ising Model and Statistical Natures of Human Iris Templates. Convergence Rates for Projective Splitting. A Corpus for Modeling Word Importance in Spoken Dialogue Transcript …
Paper Group ANR 164

Paper Group ANR 164

October 19, 2019

AttnConvnet at SemEval-2018 Task 1: Attention-based Convolutional Neural Networks for Multi-label Emotion Classification. Wikibook-Bot - Automatic Generation of a Wikipedia Book. Network Learning with Local Propagation. Solving Sinhala Language Arithmetic Problems using Neural Networks. Probabilistic Sparse Subspace Clustering Using Delayed Associa …
Paper Group ANR 165

Paper Group ANR 165

October 19, 2019

Region Growing Curriculum Generation for Reinforcement Learning. Diverse M-Best Solutions by Dynamic Programming. Computer-Assisted Text Analysis for Social Science: Topic Models and Beyond. DeepLens: Shallow Depth Of Field From A Single Image. A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset. Towards End-to-e …
Paper Group ANR 166

Paper Group ANR 166

October 19, 2019

Attention based Sentence Extraction from Scientific Articles using Pseudo-Labeled data. An Instability in Variational Inference for Topic Models. Semisupervised Learning on Heterogeneous Graphs and its Applications to Facebook News Feed. DCFNet: Deep Neural Network with Decomposed Convolutional Filters. Topic Modeling on Health Journals with Regula …
Paper Group ANR 167

Paper Group ANR 167

October 19, 2019

DIY Human Action Data Set Generation. Every Smile is Unique: Landmark-Guided Diverse Smile Generation. NAPS: Natural Program Synthesis Dataset. Towards Mixed Optimization for Reinforcement Learning with Program Synthesis. Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis. Enslaving the A …
Paper Group ANR 168

Paper Group ANR 168

October 19, 2019

On Nonlinear Dimensionality Reduction, Linear Smoothing and Autoencoding. Brain Connectivity Impairments and Categorization Disabilities in Autism: A Theoretical Approach via Artificial Neural Networks. Autoencoder Based Architecture For Fast & Real Time Audio Style Transfer. Breaking the gridlock in Mixture-of-Experts: Consistent and Efficient Alg …
Paper Group ANR 169

Paper Group ANR 169

October 19, 2019

Acquiring Annotated Data with Cross-lingual Explicitation for Implicit Discourse Relation Classification. Counting the uncountable: deep semantic density estimation from Space. Scanner: Efficient Video Analysis at Scale. Optimizing Prediction Intervals by Tuning Random Forest via Meta-Validation. LISA: Explaining Recurrent Neural Network Judgments …
Paper Group ANR 170

Paper Group ANR 170

October 19, 2019

A Cyber Science Based Ontology for Artificial General Intelligence Containment. A Unified Framework for Generalizable Style Transfer: Style and Content Separation. Effects of Lombard Reflex on the Performance of Deep-Learning-Based Audio-Visual Speech Enhancement Systems. On Training Targets and Objective Functions for Deep-Learning-Based Audio-Vis …
Paper Group ANR 171

Paper Group ANR 171

October 19, 2019

Stability of Scattering Decoder For Nonlinear Diffractive Imaging. Remote Detection of Idling Cars Using Infrared Imaging and Deep Networks. Modified Apriori Graph Algorithm for Frequent Pattern Mining. Learning Neuron Non-Linearities with Kernel-Based Deep Neural Networks. Combinatorial and Structural Results for gamma-Psi-dimensions. Deep Fluids: …
Paper Group ANR 172

Paper Group ANR 172

October 19, 2019

Artificial Retina Using A Hybrid Neural Network With Spatial Transform Capability. A Hybrid Variational Autoencoder for Collaborative Filtering. Sample-Efficient Policy Learning based on Completely Behavior Cloning. Flow-Grounded Spatial-Temporal Video Prediction from Still Images. Video Prediction with Appearance and Motion Conditions. Robust 3D H …
Paper Group ANR 173

Paper Group ANR 173

October 19, 2019

Lip-Reading Driven Deep Learning Approach for Speech Enhancement. Composition Loss for Counting, Density Map Estimation and Localization in Dense Crowds. A Fully Convolutional Neural Network Approach to End-to-End Speech Enhancement. Real-Time Prediction of the Duration of Distribution System Outages. On the Suitability of $L_p$-norms for Creating …
Paper Group ANR 174

Paper Group ANR 174

October 19, 2019

The Conversation: Deep Audio-Visual Speech Enhancement. Artistic Instance-Aware Image Filtering by Convolutional Neural Networks. Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME. Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization. An Iterative Boundary Random Walks Algorithm for Interactive Ima …
Paper Group ANR 175

Paper Group ANR 175

October 19, 2019

Semi-supervised Feature Learning For Improving Writer Identification. A Bayesian Approach to Income Inference in a Communication Network. Language Expansion In Text-Based Games. LiDAR and Camera Calibration using Motion Estimated by Sensor Fusion Odometry. An improvement of the convergence proof of the ADAM-Optimizer. Few-Shot Learning with Metric- …
Paper Group ANR 176

Paper Group ANR 176

October 19, 2019

Weighted Abstract Dialectical Frameworks: Extended and Revised Report. Towards Neural Co-Processors for the Brain: Combining Decoding and Encoding in Brain-Computer Interfaces. Learning from Outside the Viability Kernel: Why we Should Build Robots that can Fall with Grace. Language Identification in Code-Mixed Data using Multichannel Neural Network …
Paper Group ANR 177

Paper Group ANR 177

October 19, 2019

Closing the U.S. gender wage gap requires understanding its heterogeneity. Competition vs. Concatenation in Skip Connections of Fully Convolutional Networks. Stochastic bandits robust to adversarial corruptions. Aspect Sentiment Model for Micro Reviews. Adversarial Resilience Learning - Towards Systemic Vulnerability Analysis for Large and Complex …