[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 157
July 29, 2019

Paper Group ANR 157

Sequential Recurrent Neural Networks for Language Modeling. Learning Unknown Markov Decision Processes: A Thompson Sampling Approach. Bicycle Detection Based On Multi-feature and Multi-frame Fusion in low-resolution traffic videos. When Waiting is not an Option : Learning Options with a Deliberation Cost. Transfer of View-manifold Learning to Simil …

Paper Group ANR 158

Paper Group ANR 158

July 29, 2019

A Full Non-Monotonic Transition System for Unrestricted Non-Projective Parsing. Deep Optimization for Spectrum Repacking. On Hash-Based Work Distribution Methods for Parallel Best-First Search. #anorexia, #anarexia, #anarexyia: Characterizing Online Community Practices with Orthographic Variation. A dynamic graph-cuts method with integrated multipl …
Paper Group ANR 159

Paper Group ANR 159

July 29, 2019

Inducing Regular Grammars Using Recurrent Neural Networks. Learning Loss Functions for Semi-supervised Learning via Discriminative Adversarial Networks. A German Corpus for Text Similarity Detection Tasks. Towards Synthesizing Complex Programs from Input-Output Examples. Attention Strategies for Multi-Source Sequence-to-Sequence Learning. Automatic …
Paper Group ANR 16

Paper Group ANR 16

July 29, 2019

Multiple Instance Hybrid Estimator for Learning Target Signatures. Neural Expectation Maximization. Expert Opinion Extraction from a Biomedical Database. Robust Stochastic Configuration Networks with Kernel Density Estimation. CASICT Tibetan Word Segmentation System for MLWS2017. Identifying the Mislabeled Training Samples of ECG Signals using Mach …
Paper Group ANR 160

Paper Group ANR 160

July 29, 2019

DeepConfig: Automating Data Center Network Topologies Management with Machine Learning. On Improving the Capacity of Solving Large-scale Wireless Network Design Problems by Genetic Algorithms. Deep Stacking Networks for Low-Resource Chinese Word Segmentation with Transfer Learning. Variable Annealing Length and Parallelism in Simulated Annealing. A …
Paper Group ANR 17

Paper Group ANR 17

July 29, 2019

On Face Segmentation, Face Swapping, and Face Perception. Belief Propagation, Bethe Approximation and Polynomials. High Accuracy Classification of Parkinson’s Disease through Shape Analysis and Surface Fitting in $^{123}$I-Ioflupane SPECT Imaging. A Multi-Armed Bandit to Smartly Select a Training Set from Big Medical Data. Interpreting Convolutiona …
Paper Group ANR 18

Paper Group ANR 18

July 29, 2019

PBODL : Parallel Bayesian Online Deep Learning for Click-Through Rate Prediction in Tencent Advertising System. Learning Non-Discriminatory Predictors. Automated Identification of Trampoline Skills Using Computer Vision Extracted Pose Estimation. Measuring the Effect of Discourse Relations on Blog Summarization. A First Derivative Potts Model for S …
Paper Group ANR 19

Paper Group ANR 19

July 29, 2019

Folding membrane proteins by deep transfer learning. Joint Positioning and Radio Map Generation Based on Stochastic Variational Bayesian Inference for FWIPS. Two Hilbert schemes in computer vision. 3D Semantic Trajectory Reconstruction from 3D Pixel Continuum. Complex Event Recognition from Images with Few Training Examples. Supervised Quantile Nor …
Paper Group ANR 2

Paper Group ANR 2

July 29, 2019

Analysis of universal adversarial perturbations. Efficient Spatio-Temporal Gaussian Regression via Kalman Filtering. Unifying Value Iteration, Advantage Learning, and Dynamic Policy Programming. Exploring Latent Semantic Factors to Find Useful Product Reviews. Sequential Dual Deep Learning with Shape and Texture Features for Sketch Recognition. Spa …
Paper Group ANR 20

Paper Group ANR 20

July 29, 2019

Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution. Towards Robust Detection of Adversarial Examples. GANosaic: Mosaic Creation with Generative Texture Manifolds. Automatic Generation of Typographic Font from a Small Font Subset. Sympathy B …
Paper Group ANR 21

Paper Group ANR 21

July 29, 2019

A Function Approximation Method for Model-based High-Dimensional Inverse Reinforcement Learning. A Class of Logistic Functions for Approximating State-Inclusive Koopman Operators. Tumour Ellipsification in Ultrasound Images for Treatment Prediction in Breast Cancer. Objects that Sound. On denoising modulo 1 samples of a function. Localizing Actions …
Paper Group ANR 22

Paper Group ANR 22

July 29, 2019

GAR: An efficient and scalable Graph-based Activity Regularization for semi-supervised learning. Effective Inference for Generative Neural Parsing. Batch-Expansion Training: An Efficient Optimization Framework. LOOP Descriptor: Local Optimal Oriented Pattern. Separating Reflection and Transmission Images in the Wild. Task-specific Word Identificati …
Paper Group ANR 23

Paper Group ANR 23

July 29, 2019

On Statistical Optimality of Variational Bayes. Adversarial Robustness: Softmax versus Openmax. CNN based Learning using Reflection and Retinex Models for Intrinsic Image Decomposition. Toward Geometric Deep SLAM. Of the People: Voting Is More Effective with Representative Candidates. Strong Baselines for Simple Question Answering over Knowledge Gr …
Paper Group ANR 24

Paper Group ANR 24

July 29, 2019

An Expectation Maximization Framework for Yule-Simon Preferential Attachment Models. Original Loop-closure Detection Algorithm for Monocular vSLAM. Extract with Order for Coherent Multi-Document Summarization. Deep 360 Pilot: Learning a Deep Agent for Piloting through 360° Sports Video. A Parallelizable Acceleration Framework for Packing Linear Pro …
Paper Group ANR 25

Paper Group ANR 25

July 29, 2019

Deep Detection of People and their Mobility Aids for a Hospital Robot. Contour and Centreline Tracking of Vessels from Angiograms using the Classical Image Processing Techniques. Learning to Learn from Weak Supervision by Full Supervision. Learning Relevant Features of Data with Multi-scale Tensor Networks. Exploiting the potential of unlabeled end …
Paper Group ANR 26

Paper Group ANR 26

July 29, 2019

Effective Warm Start for the Online Actor-Critic Reinforcement Learning based mHealth Intervention. A Deformable Interface for Human Touch Recognition using Stretchable Carbon Nanotube Dielectric Elastomer Sensors and Deep Neural Networks. Deep Convolutional Neural Networks for Pairwise Causality. An Approach to One-Bit Compressed Sensing Based on …
Paper Group ANR 27

Paper Group ANR 27

July 29, 2019

Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks. Fast Singular Value Shrinkage with Chebyshev Polynomial Approximation Based on Signal Sparsity. Machine Learning with World Knowledge: The Position and Survey. PSO-Optimized Hopfield Neural Network-Based Multipath Routing for Mobile Ad-hoc Networks …
Paper Group ANR 28

Paper Group ANR 28

July 29, 2019

Creative Robot Dance with Variational Encoder. MovieGraphs: Towards Understanding Human-Centric Situations from Videos. Use of Generative Adversarial Network for Cross-Domain Change Detection. Place recognition: An Overview of Vision Perspective. Reinforcement Learning based Embodied Agents Modelling Human Users Through Interaction and Multi-Sensor …
Paper Group ANR 29

Paper Group ANR 29

July 29, 2019

SilNet : Single- and Multi-View Reconstruction by Learning from Silhouettes. Inverse Reinforcement Learning for Marketing. Debbie, the Debate Bot of the Future. Deep Haptic Model Predictive Control for Robot-Assisted Dressing. Accelerate RNN-based Training with Importance Sampling. Surprise Search for Evolutionary Divergence. Deep Multi-view Models …
Paper Group ANR 3

Paper Group ANR 3

July 29, 2019

GoDP: Globally optimized dual pathway system for facial landmark localization in-the-wild. An Extended Framework for Marginalized Domain Adaptation. How Do People Differ? A Social Media Approach. Constructive Preference Elicitation over Hybrid Combinatorial Spaces. Language Independent Acquisition of Abbreviations. Face Recognition using Multi-Moda …
Paper Group ANR 30

Paper Group ANR 30

July 29, 2019

A Face Fairness Framework for 3D Meshes. Tunable GMM Kernels. A Foundry of Human Activities and Infrastructures. Computational Techniques in Multispectral Image Processing: Application to the Syriac Galen Palimpsest. Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding. Parallel Multi Channel Convolution using Gen …
Paper Group ANR 31

Paper Group ANR 31

July 29, 2019

Two-Stage Hybrid Day-Ahead Solar Forecasting. Highrisk Prediction from Electronic Medical Records via Deep Attention Networks. SRE: Semantic Rules Engine For the Industrial Internet-Of-Things Gateways. Automated Assessment of Facial Wrinkling: a case study on the effect of smoking. A Roadmap for the Development of the “SP Machine” for Artificial In …
Paper Group ANR 32

Paper Group ANR 32

July 29, 2019

DeepSF: deep convolutional neural network for mapping protein sequences to folds. Improving One-Shot Learning through Fusing Side Information. A glass-box interactive machine learning approach for solving NP-hard problems with the human-in-the-loop. Estimating prediction error for complex samples. Dynamic Label Graph Matching for Unsupervised Video …
Paper Group ANR 33

Paper Group ANR 33

July 29, 2019

Case Study: Explaining Diabetic Retinopathy Detection Deep CNNs via Integrated Gradients. TIP: Typifying the Interpretability of Procedures. Facial Affect Estimation in the Wild Using Deep Residual and Convolutional Networks. Backpropagation in matrix notation. Eye-Movement behavior identification for AD diagnosis. A Nested Attention Neural Hybrid …
Paper Group ANR 34

Paper Group ANR 34

July 29, 2019

Are words easier to learn from infant- than adult-directed speech? A quantitative corpus-based investigation. Bias-Compensated Normalized Maximum Correntropy Criterion Algorithm for System Identification with Noisy Input. Sparse hierarchical interaction learning with epigraphical projection. Explainable Planning. Segment Parameter Labelling in MCMC …
Paper Group ANR 35

Paper Group ANR 35

July 29, 2019

Online Reinforcement Learning in Stochastic Games. Aspect-augmented Adversarial Networks for Domain Adaptation. What were you expecting? Using Expectancy Features to Predict Expressive Performances of Classical Piano Music. Interactively Transferring CNN Patterns for Part Localization. Interpreting CNN Knowledge via an Explanatory Graph. Class Corr …
Paper Group ANR 36

Paper Group ANR 36

July 29, 2019

A New 3D Segmentation Technique for QCT Scans of the Lumbar Spine to Determine BMD and Vertebral Geometry. Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media. Multi-level Feedback Web Links Selection Problem: Learning and Optimization. TrajectoryNet: An Embedded GPS Trajectory Representation for Point-based Classifi …
Paper Group ANR 37

Paper Group ANR 37

July 29, 2019

Co-evolutionary multi-task learning for dynamic time series prediction. Calibration for the (Computationally-Identifiable) Masses. Environment-Independent Task Specifications via GLTL. Spice up Your Chat: The Intentions and Sentiment Effects of Using Emoji. Compressive Sensing of Color Images Using Nonlocal Higher Order Dictionary. Generating Compa …