[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1223
January 27, 2020

Paper Group ANR 1223

LayoutVAE: Stochastic Scene Layout Generation From a Label Set. Legal entity recognition in an agglutinating language and document connection network for EU Legislation and EU/Hungarian Case Law. Types for Parallel Complexity in the Pi-calculus. Word Embedding Visualization Via Dictionary Learning. Faster and Safer Training by Embedding High-Level …

Paper Group ANR 1224

Paper Group ANR 1224

January 27, 2020

Machine learning for protein folding and dynamics. Reliable Weakly Supervised Learning: Maximize Gain and Maintain Safeness. The Power of Factorization Mechanisms in Local and Central Differential Privacy. Neural Machine Translation with Noisy Lexical Constraints. Meta-neural-network for Realtime and Passive Deep-learning-based Object Recognition. …
Paper Group ANR 1225

Paper Group ANR 1225

January 27, 2020

Deep Learning for RF Signal Classification in Unknown and Dynamic Spectrum Environments. 3D Hand Pose Estimation in the Wild via Graph Refinement under Adversarial Learning. Q-learning with UCB Exploration is Sample Efficient for Infinite-Horizon MDP. A literature review on current approaches and applications of fuzzy expert systems. BagNet: Berkel …
Paper Group ANR 1226

Paper Group ANR 1226

January 27, 2020

CheckNet: Secure Inference on Untrusted Devices. Learning to Grasp from 2.5D images: a Deep Reinforcement Learning Approach. A Probabilistic Framework for Learning Domain Specific Hierarchical Word Embeddings. Modern Problems Require Modern Solutions: Hybrid Concepts for Industrial Intrusion Detection. Real-Time Object Tracking via Meta-Learning: E …
Paper Group ANR 1227

Paper Group ANR 1227

January 27, 2020

AraNet: A Deep Learning Toolkit for Arabic Social Media. XceptionTime: A Novel Deep Architecture based on Depthwise Separable Convolutions for Hand Gesture Classification. Personalized Re-ranking for Recommendation. Driving Reinforcement Learning with Models. Learning deep representations for video-based intake gesture detection. State Representati …
Paper Group ANR 1228

Paper Group ANR 1228

January 27, 2020

Adaptive surrogate models for parametric studies. Signed Link Prediction with Sparse Data: The Role of Personality Information. AssembleNet: Searching for Multi-Stream Neural Connectivity in Video Architectures. Fault-Tolerant Routing in Hypercube Networks by Avoiding Faulty Nodes. FARSA: Fully Automated Roadway Safety Assessment. Efficient Identif …
Paper Group ANR 1229

Paper Group ANR 1229

January 27, 2020

Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation. Spectral Graph Wavelet Transform as Feature Extractor for Machine Learning in Neuroimaging. BERT is Not a Knowledge Base (Yet): Factual Knowledge vs. Name-Based Reasoning in Unsupervised QA. Novelty Detection via Network Saliency in Visual-based Deep Learning. Vis …
Paper Group ANR 1230

Paper Group ANR 1230

January 27, 2020

Efficient Residual Dense Block Search for Image Super-Resolution. Political Discussions in Homogeneous and Cross-Cutting Communication Spaces. Restricted Boltzmann Machines for galaxy morphology classification with a quantum annealer. Solving the Robot-World Hand-Eye(s) Calibration Problem with Iterative Methods. Dynamic Convolution: Attention over …
Paper Group ANR 1231

Paper Group ANR 1231

January 27, 2020

Abnormal Client Behavior Detection in Federated Learning. Interrupted and cascaded permutation invariant training for speech separation. Mixup-breakdown: a consistency training method for improving generalization of speech separation models. Robust Deep Neural Networks Inspired by Fuzzy Logic. A Reinforcement Learning Approach for the Multichannel …
Paper Group ANR 1232

Paper Group ANR 1232

January 27, 2020

Leaf segmentation through the classification of edges. DRFN: Deep Recurrent Fusion Network for Single-Image Super-Resolution with Large Factors. A Fast Free-viewpoint Video Synthesis Algorithm for Sports Scenes. Towards Annotating and Creating Sub-Sentence Summary Highlights. MIMO-SPEECH: End-to-End Multi-Channel Multi-Speaker Speech Recognition. L …
Paper Group ANR 1233

Paper Group ANR 1233

January 27, 2020

Deep Motion Blur Removal Using Noisy/Blurry Image Pairs. Aspect Category Detection via Topic-Attention Network. Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training. Towards multi-sequence MR image recovery from undersampled k-space data. The Practicality of Stochastic Optim …
Paper Group ANR 1234

Paper Group ANR 1234

January 27, 2020

Asymptotic learning curves of kernel methods: empirical data v.s. Teacher-Student paradigm. Eyenet: Attention based Convolutional Encoder-Decoder Network for Eye Region Segmentation. Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing. Learning Interactive Behaviors for Musculoskeletal Robots Using Bay …
Paper Group ANR 1235

Paper Group ANR 1235

January 27, 2020

Flexible Conditional Image Generation of Missing Data with Learned Mental Maps. Business Process Variant Analysis based on Mutual Fingerprints of Event Logs. How Effectively Can Indoor Wireless Positioning Relieve Visual Tracking Pains: A Camera-Rao Bound Viewpoint. SoftGAN: Learning generative models efficiently with application to CycleGAN Voice …
Paper Group ANR 1236

Paper Group ANR 1236

January 27, 2020

The Similarity-Consensus Regularized Multi-view Learning for Dimension Reduction. Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering. Visualizing Point Cloud Classifiers by Curvature Smoothing. Computational Ceramicology. Improving N-gram Language Models with Pre-trained Deep Transformer. On-line Search History-assiste …
Paper Group ANR 1237

Paper Group ANR 1237

January 27, 2020

Spooky effect in optimal OSPA estimation and how GOSPA solves it. View-invariant Deep Architecture for Human Action Recognition using late fusion. Vision-model-based Real-time Localization of Unmanned Aerial Vehicle for Autonomous Structure Inspection under GPS-denied Environment. RSA: Randomized Simulation as Augmentation for Robust Human Action R …
Paper Group ANR 1238

Paper Group ANR 1238

January 27, 2020

Using natural language processing techniques to extract information on the properties and functionalities of energetic materials from large text corpora. Incremental learning of environment interactive structures from trajectories of individuals. Closed-Form Optimal Two-View Triangulation Based on Angular Errors. Using Subset Log-Likelihoods to Tri …
Paper Group ANR 1239

Paper Group ANR 1239

January 27, 2020

Machine Learning and the Internet of Things Enable Steam Flood Optimization for Improved Oil Production. “Bring Your Own Greedy"+Max: Near-Optimal $1/2$-Approximations for Submodular Knapsack. Graph heat mixture model learning. Robot-Friendly Cities. Emergence of Compositional Language with Deep Generational Transmission. Sentiment Analysis for Ara …
Paper Group ANR 1240

Paper Group ANR 1240

January 27, 2020

Transport Triggered Array Processor for Vision Applications. Efficient Regularized Piecewise-Linear Regression Trees. Improving Object Detection with Inverted Attention. Illumination-Adaptive Person Re-identification. Towards Task-Oriented Dialogue in Mixed Domains. Designing dialogue systems: A mean, grumpy, sarcastic chatbot in the browser. Domai …
Paper Group ANR 1241

Paper Group ANR 1241

January 27, 2020

Grounded Agreement Games: Emphasizing Conversational Grounding in Visual Dialogue Settings. Real-world Conversational AI for Hotel Bookings. Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation. A Complete Classification of the Complexity and Rewritability of Ontology-Mediated Queries based on the Descrip …
Paper Group ANR 1242

Paper Group ANR 1242

January 27, 2020

PuVAE: A Variational Autoencoder to Purify Adversarial Examples. Topology-preserving augmentation for CNN-based segmentation of congenital heart defects from 3D paediatric CMR. What relations are reliably embeddable in Euclidean space?. Exploring Multilingual Syntactic Sentence Representations. Two-Stream Multi-Channel Convolutional Neural Network …
Paper Group ANR 1243

Paper Group ANR 1243

January 27, 2020

Slim LSTM networks: LSTM_6 and LSTM_C6. Sound Event Detection in Multichannel Audio using Convolutional Time-Frequency-Channel Squeeze and Excitation. Neural ODEs with stochastic vector field mixtures. Estimation of Body Mass Index from Photographs using Deep Convolutional Neural Networks. Framework for Inferring Following Strategies from Time Seri …
Paper Group ANR 1244

Paper Group ANR 1244

January 27, 2020

Robust Temporal Difference Learning for Critical Domains. $L^γ$-PageRank for Semi-Supervised Learning. FASTER: Fusion AnalyticS for public Transport Event Response. Adversarial Distillation for Ordered Top-k Attacks. Augment-Reinforce-Merge Policy Gradient for Binary Stochastic Policy. Sparse linear regression with compressed and low-precision data …
Paper Group ANR 1245

Paper Group ANR 1245

January 27, 2020

HybridAlpha: An Efficient Approach for Privacy-Preserving Federated Learning. Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms. Syntax-Infused Variational Autoencoder for Text Generation. Attention-Privileged Reinforcement Learning. Marker based Thermal-Inertial Localization for Aerial Robots in Obscurant Filled E …
Paper Group ANR 1246

Paper Group ANR 1246

January 27, 2020

Improving the resolution of microscope by deconvolution after dense scan. Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation: An Application to Hate-Speech Detection. Agent-Based Adaptive Level Generation for Dynamic Difficulty Adjustment in Angry Birds. Progressive Attention Memory Network for Movie Sto …
Paper Group ANR 1247

Paper Group ANR 1247

January 27, 2020

Myers-Briggs Personality Classification and Personality-Specific Language Generation Using Pre-trained Language Models. Learning Deep Transformer Models for Machine Translation. oLMpics – On what Language Model Pre-training Captures. “Hinglish” Language – Modeling a Messy Code-Mixed Language. Laguerre-Gauss Preprocessing: Line Profiles as Image F …
Paper Group ANR 1248

Paper Group ANR 1248

January 27, 2020

Personalised novel and explainable matrix factorisation. C-SALT: Mining Class-Specific ALTerations in Boolean Matrix Factorization. Uncalibrated Deflectometry with a Mobile Device on Extended Specular Surfaces. Feature Fusion for Robust Patch Matching With Compact Binary Descriptors. Modeling Sensorimotor Coordination as Multi-Agent Reinforcement L …
Paper Group ANR 1249

Paper Group ANR 1249

January 27, 2020

Distributed Nesterov gradient methods over arbitrary graphs. Identifying nearby sources of ultra-high-energy cosmic rays with deep learning. First Order Ambisonics Domain Spatial Augmentation for DNN-based Direction of Arrival Estimation. Texture Bias Of CNNs Limits Few-Shot Classification Performance. Scalable Change Retrieval Using Deep 3D Neural …
Paper Group ANR 1250

Paper Group ANR 1250

January 27, 2020

From Words to Sentences: A Progressive Learning Approach for Zero-resource Machine Translation with Visual Pivots. Oriented Point Sampling for Plane Detection in Unorganized Point Clouds. Tensor Regression Using Low-rank and Sparse Tucker Decompositions. BayesSim: adaptive domain randomization via probabilistic inference for robotics simulators. Op …