[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 243
January 30, 2020

Paper Group ANR 243

Physics Informed Extreme Learning Machine (PIELM) – A rapid method for the numerical solution of partial differential equations. Incremental Learning Using a Grow-and-Prune Paradigm with Efficient Neural Networks. GraphNAS: Graph Neural Architecture Search with Reinforcement Learning. Phoneme Level Language Models for Sequence Based Low Resource A …

Paper Group ANR 244

Paper Group ANR 244

January 30, 2020

Nonparametric Contextual Bandits in an Unknown Metric Space. Which Ads to Show? Advertisement Image Assessment with Auxiliary Information via Multi-step Modality Fusion. Making Meaning: Semiotics Within Predictive Knowledge Architectures. SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis. 6-DOF Gr …
Paper Group ANR 245

Paper Group ANR 245

January 30, 2020

Twitter Speaks: A Case of National Disaster Situational Awareness. $VJA\dot{G}\dot{G}$ – A Thick-Client Smart-Phone Journey Detection Algorithm. DLIME: A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosis Systems. Teacher-Student Training for Robust Tacotron-based TTS. DeepHoyer: Learning Sparser Ne …
Paper Group ANR 246

Paper Group ANR 246

January 30, 2020

Hand Pose Estimation: A Survey. Hierarchical Variational Imitation Learning of Control Programs. Federated Imitation Learning: A Novel Framework for Cloud Robotic Systems with Heterogeneous Sensor Data. Partial Separability and Functional Graphical Models for Multivariate Gaussian Processes. Do Attention Heads in BERT Track Syntactic Dependencies?. …
Paper Group ANR 247

Paper Group ANR 247

January 30, 2020

Logistic regression models for aggregated data. Quantifying Intrinsic Uncertainty in Classification via Deep Dirichlet Mixture Networks. Stochastic approximation with cone-contractive operators: Sharp $\ell_\infty$-bounds for $Q$-learning. Analysis of Deep Neural Networks with Quasi-optimal polynomial approximation rates. Optimal checkpointing for …
Paper Group ANR 248

Paper Group ANR 248

January 30, 2020

Learning Quadrangulated Patches For 3D Shape Processing. A Numerical Investigation of the Minimum Width of a Neural Network. Is graph-based feature selection of genes better than random?. Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning. Restoring Arabic vowels through omission-tolerant dictionar …
Paper Group ANR 249

Paper Group ANR 249

January 30, 2020

Stochastic Blockmodels meet Graph Neural Networks. More Powerful Selective Kernel Tests for Feature Selection. SpaceNet MVOI: a Multi-View Overhead Imagery Dataset. An Integrated Autoencoder-Based Filter for Sparse Big Data. Availability-Based Production Predicts Speakers’ Real-time Choices of Mandarin Classifiers. Learning to Generate Unambiguous …
Paper Group ANR 250

Paper Group ANR 250

January 30, 2020

Deep Hashing using Entropy Regularised Product Quantisation Network. Text Modeling with Syntax-Aware Variational Autoencoders. Zero-Shot Cross-Lingual Opinion Target Extraction. Language Independent Sequence Labelling for Opinion Target Extraction. LuNet: A Deep Neural Network for Network Intrusion Detection. Overfitting of neural nets under class …
Paper Group ANR 251

Paper Group ANR 251

January 30, 2020

Modelling curvature of a bent paper leaf. Generating High-Resolution Fashion Model Images Wearing Custom Outfits. Active Learning for Network Intrusion Detection. VFNet: A Convolutional Architecture for Accent Classification. GraphZoom: A multi-level spectral approach for accurate and scalable graph embedding. On Network Embedding for Machine Learn …
Paper Group ANR 252

Paper Group ANR 252

January 30, 2020

CLIC: Curriculum Learning and Imitation for object Control in non-rewarding environments. Learning Cluster Structured Sparsity by Reweighting. Pixel DAG-Recurrent Neural Network for Spectral-Spatial Hyperspectral Image Classification. Disentangling Dynamics and Returns: Value Function Decomposition with Future Prediction. Quantitative Verification …
Paper Group ANR 253

Paper Group ANR 253

January 30, 2020

Common Artist Music Assistance. Dimensionality compression and expansion in Deep Neural Networks. Combination of Domain Knowledge and Deep Learning for Sentiment Analysis of Short and Informal Messages on Social Media. Imagine That! Leveraging Emergent Affordances for Tool Synthesis in Reaching Tasks. Efficient 2.5D Hand Pose Estimation via Auxilia …
Paper Group ANR 254

Paper Group ANR 254

January 30, 2020

Asymptotics of Wide Networks from Feynman Diagrams. Transparency in Maintenance of Recruitment Chatbots. Variational Integrator Networks for Physically Structured Embeddings. Multi-label Classification for Automatic Tag Prediction in the Context of Programming Challenges. Inserting Videos into Videos. Probabilistic Neural Architecture Search. A Fam …
Paper Group ANR 255

Paper Group ANR 255

January 30, 2020

Visual Understanding and Narration: A Deeper Understanding and Explanation of Visual Scenes. Real-time interactive magnetic resonance (MR) temperature imaging in both aqueous and adipose tissues using cascaded deep neural networks for MR-guided focused ultrasound surgery (MRgFUS). Fine-grained Search Space Classification for Hard Enumeration Varian …
Paper Group ANR 256

Paper Group ANR 256

January 30, 2020

Deep Plug-and-play Prior for Low-rank Tensor Completion. A Proposed Artificial intelligence Model for Real-Time Human Action Localization and Tracking. Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power. Hybrid Code Networks using a convolutional neural network as an input layer achieves higher turn accuracy. Real-t …
Paper Group ANR 257

Paper Group ANR 257

January 30, 2020

Characterizing the Social Interactions in the Artificial Bee Colony Algorithm. A comparison of Deep Learning performances with other machine learning algorithms on credit scoring unbalanced data. What You See May Not Be What You Get: UCB Bandit Algorithms Robust to ε-Contamination. Distributed SGD Generalizes Well Under Asynchrony. Superposition as …
Paper Group ANR 258

Paper Group ANR 258

January 30, 2020

A Framework for End-to-End Deep Learning-Based Anomaly Detection in Transportation Networks. Infochain: A Decentralized System for Truthful Information Elicitation. Placement Optimization of Aerial Base Stations with Deep Reinforcement Learning. Precision Matrix Estimation with Noisy and Missing Data. Deep Verifier Networks: Verification of Deep Di …
Paper Group ANR 259

Paper Group ANR 259

January 30, 2020

Generative Moment Matching Network-based Random Modulation Post-filter for DNN-based Singing Voice Synthesis and Neural Double-tracking. CNN-Based Deep Architecture for Reinforced Concrete Delamination Segmentation Through Thermography. Better Algorithms for Stochastic Bandits with Adversarial Corruptions. Atom Responding Machine for Dialog Generat …
Paper Group ANR 260

Paper Group ANR 260

January 30, 2020

SkelNetOn 2019: Dataset and Challenge on Deep Learning for Geometric Shape Understanding. TBQ($σ$): Improving Efficiency of Trace Utilization for Off-Policy Reinforcement Learning. 3D Dense Separated Convolution Module for Volumetric Image Analysis. CCMI : Classifier based Conditional Mutual Information Estimation. Towards a Quantum-Like Cognitive …
Paper Group ANR 261

Paper Group ANR 261

January 30, 2020

Reconstructing Network Inputs with Additive Perturbation Signatures. 3D Reconstruction of Whole Stomach from Endoscope Video Using Structure-from-Motion. Semi-supervised Learning of Fetal Anatomy from Ultrasound. Offset Sampling Improves Deep Learning based Accelerated MRI Reconstructions by Exploiting Symmetry. Variable Neighborhood Search for the …
Paper Group ANR 262

Paper Group ANR 262

January 30, 2020

Which principal components are most sensitive to distributional changes?. Continuous Control with Contexts, Provably. Converged Deep Framework Assembling Principled Modules for CS-MRI. Masked-RPCA: Sparse and Low-rank Decomposition Under Overlaying Model and Application to Moving Object Detection. Compressed Sensing MRI via a Multi-scale Dilated Re …
Paper Group ANR 263

Paper Group ANR 263

January 30, 2020

Extreme Language Model Compression with Optimal Subwords and Shared Projections. Simultaneous Subspace Clustering and Cluster Number Estimating based on Triplet Relationship. SMAUG: End-to-End Full-Stack Simulation Infrastructure for Deep Learning Workloads. Prediction with Unpredictable Feature Evolution. Permutation-invariant Feature Restructurin …
Paper Group ANR 264

Paper Group ANR 264

January 30, 2020

Polyp Detection and Segmentation using Mask R-CNN: Does a Deeper Feature Extractor CNN Always Perform Better?. EVO* 2019 – Late-Breaking Abstracts Volume. Adversarial Deep Learning in EEG Biometrics. Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale DTI Dataset. Sentence Rewriting for Semantic Parsing. Computing Optimal …
Paper Group ANR 265

Paper Group ANR 265

January 30, 2020

A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis. HDDL – A Language to Describe Hierarchical Planning Problems. A Stochastic Extra-Step Quasi-Newton Method for Nonsmooth Nonconvex Optimization. OrthographicNet: A Deep Learning Approach for 3D Object Recognition in Open-Ended Domains. High-performance stock index trad …
Paper Group ANR 266

Paper Group ANR 266

January 30, 2020

Graph Mining Meets Crowdsourcing: Extracting Experts for Answer Aggregation. The Daunting Task of Real-World Textual Style Transfer Auto-Evaluation. Approximating probabilistic models as weighted finite automata. CAESAR source finder: recent developments and testing. Analysis of “User-Specific Effect” and Impact of Operator Skills on Fingerprint PA …
Paper Group ANR 267

Paper Group ANR 267

January 30, 2020

Spatial CUSUM for Signal Region Detection. Bayesian Robustness: A Nonasymptotic Viewpoint. Multiclass spectral feature scaling method for dimensionality reduction. Ensemble of 3D CNN regressors with data fusion for fluid intelligence prediction. Cross-Lingual Transfer for Distantly Supervised and Low-resources Indonesian NER. Fast Calculation of Pr …
Paper Group ANR 268

Paper Group ANR 268

January 30, 2020

Learning to Discover Novel Visual Categories via Deep Transfer Clustering. Widely Linear Complex-valued Autoencoder: Dealing with Noncircularity in Generative-Discriminative Models. Can You Trust This Prediction? Auditing Pointwise Reliability After Learning. On guiding video object segmentation. Learning based Methods for Code Runtime Complexity P …
Paper Group ANR 269

Paper Group ANR 269

January 30, 2020

Topological Machine Learning with Persistence Indicator Functions. Transient-evoked otoacoustic emission signals predicting outcomes of acute sensorineural hearing loss in patients with Meniere’s Disease. A Dataset of Multi-Illumination Images in the Wild. Weakly-supervised Action Localization with Background Modeling. A PolSAR Scattering Power Fac …
Paper Group ANR 270

Paper Group ANR 270

January 30, 2020

Reinforcement learning for bandwidth estimation and congestion control in real-time communications. Ctrl-Z: Recovering from Instability in Reinforcement Learning. QuicK-means: Acceleration of K-means by learning a fast transform. Knowledge Distillation For Recurrent Neural Network Language Modeling With Trust Regularization. Tag-based Semantic Feat …