[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 189
July 28, 2019

Paper Group ANR 189

Algorithms and Architecture for Real-time Recommendations at News UK. Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions. On the Performance of Forecasting Models in the Presence of Input Uncertainty. Feature Studies to Inform the Classification of Depressive Symptoms from Twitter Data for Population Health. Re …

Paper Group ANR 190

Paper Group ANR 190

July 28, 2019

Towards ECDSA key derivation from deep embeddings for novel Blockchain applications. Approximate Inference-based Motion Planning by Learning and Exploiting Low-Dimensional Latent Variable Models. Full-reference image quality assessment-based B-mode ultrasound image similarity measure. Fair Personalization. Efficient optimization for Hierarchically- …
Paper Group ANR 191

Paper Group ANR 191

July 28, 2019

Formulation of Deep Reinforcement Learning Architecture Toward Autonomous Driving for On-Ramp Merge. Episodic memory for continual model learning. Self-supervised learning: When is fusion of the primary and secondary sensor cue useful?. FairJudge: Trustworthy User Prediction in Rating Platforms. Review on Parameter Estimation in HMRF. One-Shot Visu …
Paper Group ANR 192

Paper Group ANR 192

July 28, 2019

Optimal Detection of Faulty Traffic Sensors Used in Route Planning. Cystoid macular edema segmentation of Optical Coherence Tomography images using fully convolutional neural networks and fully connected CRFs. Elliptical modeling and pattern analysis for perturbation models and classfication. Scene-adapted plug-and-play algorithm with convergence g …
Paper Group ANR 193

Paper Group ANR 193

July 28, 2019

Railway Track Specific Traffic Signal Selection Using Deep Learning. Creating and Characterizing a Diverse Corpus of Sarcasm in Dialogue. Acoustic Feature Learning via Deep Variational Canonical Correlation Analysis. Probabilistic Synchronous Parallel. Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities. Sparse Markov Dec …
Paper Group ANR 194

Paper Group ANR 194

July 28, 2019

Structural Learning and Integrative Decomposition of Multi-View Data. Communication-efficient Algorithm for Distributed Sparse Learning via Two-way Truncation. Learning to Synthesize a 4D RGBD Light Field from a Single Image. Multi-Resolution Dual-Tree Wavelet Scattering Network for Signal Classification. Balanced Quantization: An Effective and Eff …
Paper Group ANR 195

Paper Group ANR 195

July 28, 2019

Nearly-tight VC-dimension and pseudodimension bounds for piecewise linear neural networks. Fuzzy Clustering Data Given on the Ordinal Scale Based on Membership and Likelihood Functions Sharing. LIDAR-based Driving Path Generation Using Fully Convolutional Neural Networks. Why You Should Charge Your Friends for Borrowing Your Stuff. Greedy Sampling …
Paper Group ANR 196

Paper Group ANR 196

July 28, 2019

Deep Deterministic Policy Gradient for Urban Traffic Light Control. Lyrics-Based Music Genre Classification Using a Hierarchical Attention Network. Automatic Rule Extraction from Long Short Term Memory Networks. Reconstruction of Hidden Representation for Robust Feature Extraction. Spectral and matrix factorization methods for consistent community …
Paper Group ANR 197

Paper Group ANR 197

July 28, 2019

Building a Semantic Role Labelling System for Vietnamese. Bayesian Recurrent Neural Network Models for Forecasting and Quantifying Uncertainty in Spatial-Temporal Data. Deep Graph Attention Model. Non-Euclidean Conditional Expectation and Filtering. Towards End-to-End Face Recognition through Alignment Learning. Towards Learned Clauses Database Red …
Paper Group ANR 198

Paper Group ANR 198

July 28, 2019

MATIC: Learning Around Errors for Efficient Low-Voltage Neural Network Accelerators. Deep Text Classification Can be Fooled. Hi, how can I help you?: Automating enterprise IT support help desks. Unsupervised Joint Mining of Deep Features and Image Labels for Large-scale Radiology Image Categorization and Scene Recognition. Modelling Energy Consumpt …
Paper Group ANR 199

Paper Group ANR 199

July 28, 2019

PointFusion: Deep Sensor Fusion for 3D Bounding Box Estimation. Zoom-in-Net: Deep Mining Lesions for Diabetic Retinopathy Detection. Bootstrapping Labelled Dataset Construction for Cow Tracking and Behavior Analysis. Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery. Do Neural Nets Learn Statistical Laws behind Natura …
Paper Group ANR 200

Paper Group ANR 200

July 28, 2019

Seamless Integration and Coordination of Cognitive Skills in Humanoid Robots: A Deep Learning Approach. Distributed Solution of Large-Scale Linear Systems via Accelerated Projection-Based Consensus. Exploiting oddsmaker bias to improve the prediction of NFL outcomes. Overcomplete Frame Thresholding for Acoustic Scene Analysis. Fault Detection of Br …
Paper Group ANR 201

Paper Group ANR 201

July 28, 2019

Secure Classification With Augmented Features. Shallow and Deep Networks Intrusion Detection System: A Taxonomy and Survey. Learning from Ontology Streams with Semantic Concept Drift. Spoken Language Biomarkers for Detecting Cognitive Impairment. Scalable Person Re-identification on Supervised Smoothed Manifold. Theoretical Analysis of Stochastic S …
Paper Group ANR 202

Paper Group ANR 202

July 28, 2019

When Is the First Spurious Variable Selected by Sequential Regression Procedures?. Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data. Solving the Goddard problem by an influence diagram. Stochastic gradient descent performs variational inference, converges to limit cycles for deep networks. An Investigation into the Pe …
Paper Group ANR 203

Paper Group ANR 203

July 28, 2019

Nonparametric Independence Screening via Favored Smoothing Bandwidth. Deep Neural Network Based Precursor microRNA Prediction on Eleven Species. Bilingual Document Alignment with Latent Semantic Indexing. Google’s Cloud Vision API Is Not Robust To Noise. Labeled Memory Networks for Online Model Adaptation. Porcellio scaber algorithm (PSA) for solvi …
Paper Group ANR 204

Paper Group ANR 204

July 28, 2019

Understanding the Mechanisms of Deep Transfer Learning for Medical Images. Study of Clear Sky Models for Singapore. Personalized and Occupational-aware Age Progression by Generative Adversarial Networks. A Maximum Matching Algorithm for Basis Selection in Spectral Learning. Neural Speed Reading via Skim-RNN. Discriminative Bimodal Networks for Visu …
Paper Group ANR 205

Paper Group ANR 205

July 28, 2019

Bipartite Graph Matching for Keyframe Summary Evaluation. A recommender system to restore images with impulse noise. Warped-Linear Models for Time Series Classification. Semi-analytical approximations to statistical moments of sigmoid and softmax mappings of normal variables. On Learning Mixtures of Well-Separated Gaussians. Fiber-Flux Diffusion De …
Paper Group ANR 206

Paper Group ANR 206

July 28, 2019

Relevance Subject Machine: A Novel Person Re-identification Framework. Robust Maximum Likelihood Estimation of Sparse Vector Error Correction Model. Efficient mixture model for clustering of sparse high dimensional binary data. Robust Guided Image Filtering. Active Image-based Modeling with a Toy Drone. Nesterov’s Acceleration For Approximate Newto …
Paper Group ANR 207

Paper Group ANR 207

July 28, 2019

On denoising autoencoders trained to minimise binary cross-entropy. Relaxing Exclusive Control in Boolean Games. Learning to Compute Word Embeddings On the Fly. Is China Entering WTO or shijie maoyi zuzhi–a Corpus Study of English Acronyms in Chinese Newspapers. Feasibility of Corneal Imaging for Handheld Augmented Reality. Distribution of Gaussia …
Paper Group ANR 208

Paper Group ANR 208

July 28, 2019

Joint Background Reconstruction and Foreground Segmentation via A Two-stage Convolutional Neural Network. A filter based approach for inbetweening. Argumentation-based Security for Social Good. Is Natural Language a Perigraphic Process? The Theorem about Facts and Words Revisited. Hierarchical Representations for Efficient Architecture Search. Can …
Paper Group ANR 209

Paper Group ANR 209

July 28, 2019

Learning to Remember Translation History with a Continuous Cache. Bandit Models of Human Behavior: Reward Processing in Mental Disorders. Contrast Enhancement Estimation for Digital Image Forensics. Semi-Automatic Terminology Ontology Learning Based on Topic Modeling. MNL-Bandit: A Dynamic Learning Approach to Assortment Selection. The YouTube-8M K …
Paper Group ANR 210

Paper Group ANR 210

July 28, 2019

Mining relevant interval rules. Alternating minimization for dictionary learning: Local Convergence Guarantees. Transforming Musical Signals through a Genre Classifying Convolutional Neural Network. Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks. Augmenting End-to-End Dialog Systems with Commonsense Knowledge …
Paper Group ANR 211

Paper Group ANR 211

July 28, 2019

An Attention-Based Deep Net for Learning to Rank. Image Segmentation of Multi-Shaped Overlapping Objects. Topology Analysis of International Networks Based on Debates in the United Nations. Kernel Scaling for Manifold Learning and Classification. Batch Reinforcement Learning on the Industrial Benchmark: First Experiences. Long-Term Ensemble Learnin …
Paper Group ANR 212

Paper Group ANR 212

July 28, 2019

One-Shot Neural Cross-Lingual Transfer for Paradigm Completion. Learning Latent Representations for Speech Generation and Transformation. Towards Proof Synthesis Guided by Neural Machine Translation for Intuitionistic Propositional Logic. A convolutional autoencoder approach for mining features in cellular electron cryo-tomograms and weakly supervi …
Paper Group ANR 213

Paper Group ANR 213

July 28, 2019

A Finite State and Rule-based Akshara to Prosodeme (A2P) Converter in Hindi. A Study of AI Population Dynamics with Million-agent Reinforcement Learning. Reasoning by Cases in Structured Argumentation. The Multiscale Bowler-Hat Transform for Blood Vessel Enhancement in Retinal Images. On Matching Skulls to Digital Face Images: A Preliminary Approac …
Paper Group ANR 214

Paper Group ANR 214

July 28, 2019

Streaming kernel regression with provably adaptive mean, variance, and regularization. The neighborhood lattice for encoding partial correlations in a Hilbert space. Strategically knowing how. An Ensemble Framework for Detecting Community Changes in Dynamic Networks. Learning Approximately Objective Priors. Micro-Doppler Based Human-Robot Classific …
Paper Group ANR 215

Paper Group ANR 215

July 28, 2019

Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network. Phonetic Temporal Neural Model for Language Identification. Sampling and multilevel coarsening algorithms for fast matrix approximations. Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms. Where to Focus: Deep Attention-based …
Paper Group ANR 216

Paper Group ANR 216

July 28, 2019

A Generalized Motion Pattern and FCN based approach for retinal fluid detection and segmentation. Multi-Label Learning with Label Enhancement. Language Modeling with Highway LSTM. AI, Native Supercomputing and The Revival of Moore’s Law. Partial Labeled Gastric Tumor Segmentation via patch-based Reiterative Learning. Interpreting Classifiers throug …