[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 231
May 6, 2019

Paper Group ANR 231

Towards Practical Bayesian Parameter and State Estimation. Sequence Segmentation Using Joint RNN and Structured Prediction Models. On the Existence of Synchrostates in Multichannel EEG Signals during Face-perception Tasks. Kullback-Leibler Penalized Sparse Discriminant Analysis for Event-Related Potential Classification. A Representation Theory Per …

Paper Group ANR 232

Paper Group ANR 232

May 6, 2019

How priors of initial hyperparameters affect Gaussian process regression models. The Yahoo Query Treebank, V. 1.0. Robot Dream. Recurrent Fully Convolutional Neural Networks for Multi-slice MRI Cardiac Segmentation. Going Deeper for Multilingual Visual Sentiment Detection. Lipreading with Long Short-Term Memory. Restricted Strong Convexity Implies …
Paper Group ANR 233

Paper Group ANR 233

May 6, 2019

Action Recognition in Video Using Sparse Coding and Relative Features. Searching for Topological Symmetry in Data Haystack. Self-Paced Learning: an Implicit Regularization Perspective. Social Computing for Mobile Big Data in Wireless Networks. A Base Camp for Scaling AI. Global Constraint Catalog, Volume II, Time-Series Constraints. A landmark-base …
Paper Group ANR 234

Paper Group ANR 234

May 6, 2019

Optimized Kernel-based Projection Space of Riemannian Manifolds. Fair Division via Social Comparison. A novel learning-based frame pooling method for Event Detection. The RNN-ELM Classifier. Lexicons and Minimum Risk Training for Neural Machine Translation: NAIST-CMU at WAT2016. Efficient Continuous Relaxations for Dense CRF. Enhancing Use Case Poi …
Paper Group ANR 235

Paper Group ANR 235

May 6, 2019

Hierarchical Modeling of Multidimensional Data in Regularly Decomposed Spaces: Main Principles. Adaptive Neighborhood Graph Construction for Inference in Multi-Relational Networks. Fast, Robust, Continuous Monocular Egomotion Computation. Geometric-Algebra LMS Adaptive Filter and its Application to Rotation Estimation. Beyond Sharing Weights for De …
Paper Group ANR 236

Paper Group ANR 236

May 6, 2019

Learnable Visual Markers. Symmetric Non-Rigid Structure from Motion for Category-Specific Object Structure Estimation. Multi-task CNN Model for Attribute Prediction. RISAS: A Novel Rotation, Illumination, Scale Invariant Appearance and Shape Feature. Estimating Depth from Monocular Images as Classification Using Deep Fully Convolutional Residual Ne …
Paper Group ANR 237

Paper Group ANR 237

May 6, 2019

SMS Spam Filtering using Probabilistic Topic Modelling and Stacked Denoising Autoencoder. Exploitation of Semantic Keywords for Malicious Event Classification. Generation and Pruning of Pronunciation Variants to Improve ASR Accuracy. On the Resistance of Nearest Neighbor to Random Noisy Labels. Reverse Engineering and Symbolic Knowledge Extraction …
Paper Group ANR 238

Paper Group ANR 238

May 6, 2019

Enriching Linked Datasets with New Object Properties. Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis. Color Homography Color Correction. Steerable Principal Components for Space-Frequency Localized Images. Lexicon Integrated CNN Models with Attention for Sentiment Analysis. Semi-supervised Learning with …
Paper Group ANR 239

Paper Group ANR 239

May 6, 2019

Data Dependent Convergence for Distributed Stochastic Optimization. Pruning Random Forests for Prediction on a Budget. In the Shadows, Shape Priors Shine: Using Occlusion to Improve Multi-Region Segmentation. Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks. AutoGP: Exploring the Capabilities …
Paper Group ANR 240

Paper Group ANR 240

May 6, 2019

Dataiku’s Solution to SPHERE’s Activity Recognition Challenge. A Stackelberg Game Perspective on the Conflict Between Machine Learning and Data Obfuscation. How scientific literature has been evolving over the time? A novel statistical approach using tracking verbal-based methods. Characterization of Lung Nodule Malignancy using Hybrid Shape and Ap …
Paper Group ANR 241

Paper Group ANR 241

May 6, 2019

Posterior Dispersion Indices. STDP allows close-to-optimal spatiotemporal spike pattern detection by single coincidence detector neurons. Supervised Incremental Hashing. Mysteries of Visual Experience. Digital Makeup from Internet Images. Training with Exploration Improves a Greedy Stack-LSTM Parser. A Conceptual Development of Quench Prediction Ap …
Paper Group ANR 242

Paper Group ANR 242

May 6, 2019

Detecting Ground Control Points via Convolutional Neural Network for Stereo Matching. Learning Model Predictive Control for iterative tasks. A Data-Driven Control Framework. Disjunctive Normal Level Set: An Efficient Parametric Implicit Method. Handwriting recognition using Cohort of LSTM and lexicon verification with extremely large lexicon. Asymp …
Paper Group ANR 243

Paper Group ANR 243

May 6, 2019

Trading-off variance and complexity in stochastic gradient descent. BreakID: Static Symmetry Breaking for ASP (System Description). Mining Software Quality from Software Reviews: Research Trends and Open Issues. Automatic Detection of ADHD and ASD from Expressive Behaviour in RGBD Data. Improved generator objectives for GANs. Feature Engineering an …
Paper Group ANR 244

Paper Group ANR 244

May 6, 2019

A network that learns Strassen multiplication. Sparse Linear Regression via Generalized Orthogonal Least-Squares. Detangling People: Individuating Multiple Close People and Their Body Parts via Region Assembly. Improved Parsing for Argument-Clusters Coordination. Reinforcement Learning approach for Real Time Strategy Games Battle city and S3. Zero- …
Paper Group ANR 245

Paper Group ANR 245

May 6, 2019

MCMC Shape Sampling for Image Segmentation with Nonparametric Shape Priors. Invariant Representations for Noisy Speech Recognition. Color Constancy with Derivative Colors. A Versatile Scene Model with Differentiable Visibility Applied to Generative Pose Estimation. Fast and Extensible Online Multivariate Kernel Density Estimation. Microscopic Pedes …
Paper Group ANR 246

Paper Group ANR 246

May 6, 2019

Image Denoising with Kernels based on Natural Image Relations. Ensemble preconditioning for Markov chain Monte Carlo simulation. Recognizing and Eliciting Weakly Single Crossing Profiles on Trees. A Learning Algorithm for Relational Logistic Regression: Preliminary Results. Analysis of a low memory implementation of the Orthogonal Matching Pursuit …
Paper Group ANR 247

Paper Group ANR 247

May 6, 2019

Deconvolutional Feature Stacking for Weakly-Supervised Semantic Segmentation. Neighborhood Features Help Detecting Non-Technical Losses in Big Data Sets. Part-of-Speech Relevance Weights for Learning Word Embeddings. A supermartingale approach to Gaussian process based sequential design of experiments. Query Clustering using Segment Specific Contex …
Paper Group ANR 248

Paper Group ANR 248

May 6, 2019

Building a Fine-Grained Entity Typing System Overnight for a New X (X = Language, Domain, Genre). Mapping the Similarities of Spectra: Global and Locally-biased Approaches to SDSS Galaxy Data. Hierarchical Bayesian Noise Inference for Robust Real-time Probabilistic Object Classification. Hardware Acceleration for Boolean Satisfiability Solver by Ap …
Paper Group ANR 249

Paper Group ANR 249

May 6, 2019

Model-driven Simulations for Deep Convolutional Neural Networks. Geometry-aware stationary subspace analysis. Spacetimes with Semantics (III) - The Structure of Functional Knowledge Representation and Artificial Reasoning. What is the right way to represent document images?. Learning-Based Resource Allocation Scheme for TDD-Based CRAN System. Class …
Paper Group ANR 250

Paper Group ANR 250

May 6, 2019

Readability-based Sentence Ranking for Evaluating Text Simplification. Fast and Effective Algorithms for Symmetric Nonnegative Matrix Factorization. Effective Multi-step Temporal-Difference Learning for Non-Linear Function Approximation. Texture analysis using deterministic partially self-avoiding walk with thresholds. TF.Learn: TensorFlow’s High-l …
Paper Group ANR 251

Paper Group ANR 251

May 6, 2019

A Comparison of Word Embeddings for English and Cross-Lingual Chinese Word Sense Disambiguation. Crowdsourcing in Computer Vision. Autonomous Ingress of a UAV through a window using Monocular Vision. The belief noisy-or model applied to network reliability analysis. Transferring Learned Microcalcification Group Detection from 2D Mammography to 3D D …
Paper Group ANR 252

Paper Group ANR 252

May 6, 2019

Towards Geo-Distributed Machine Learning. Online Isotonic Regression. Self-localization from Images with Small Overlap. Combining Gradient Boosting Machines with Collective Inference to Predict Continuous Values. Predicting the future relevance of research institutions - The winning solution of the KDD Cup 2016. Sparse Activity and Sparse Connectiv …
Paper Group ANR 253

Paper Group ANR 253

May 6, 2019

Investigation of Synthetic Speech Detection Using Frame- and Segment-Specific Importance Weighting. Hyperspectral CNN Classification with Limited Training Samples. Recoverability of Joint Distribution from Missing Data. Interactive Illumination Invariance. An Attentional Neural Conversation Model with Improved Specificity. Forecasting Interactive D …
Paper Group ANR 254

Paper Group ANR 254

May 6, 2019

Word Sense Disambiguation using a Bidirectional LSTM. Spectral community detection in heterogeneous large networks. Ground Truth Bias in External Cluster Validity Indices. Guided Cost Learning: Deep Inverse Optimal Control via Policy Optimization. Probabilistic Modeling of Progressive Filtering. PrASP Report. State Space representation of non-stati …
Paper Group ANR 255

Paper Group ANR 255

May 6, 2019

The distribution of information content in English sentences. CogALex-V Shared Task: ROOT18. From Multiview Image Curves to 3D Drawings. Ordinal Conditional Functions for Nearly Counterfactual Revision. Combined Classifiers for Invariant Face Recognition. On the Existence of a Sample Mean in Dynamic Time Warping Spaces. Multimodal Latent Variable A …
Paper Group ANR 256

Paper Group ANR 256

May 6, 2019

Learning Sparse Graphs Under Smoothness Prior. Relaxation of the EM Algorithm via Quantum Annealing. SAD-GAN: Synthetic Autonomous Driving using Generative Adversarial Networks. A natural language interface to a graph-based bibliographic information retrieval system. Linear Learning with Sparse Data. Toward a Deep Neural Approach for Knowledge-Base …
Paper Group ANR 257

Paper Group ANR 257

May 6, 2019

Statistical Properties of European Languages and Voynich Manuscript Analysis. The Computational Power of Dynamic Bayesian Networks. On the Existence of a Projective Reconstruction. Primal-Dual Rates and Certificates. Learning to predict where to look in interactive environments using deep recurrent q-learning. Nonsymbolic Text Representation. Faste …
Paper Group ANR 258

Paper Group ANR 258

May 6, 2019

Combating Reinforcement Learning’s Sisyphean Curse with Intrinsic Fear. Proceedings of the 2016 ICML Workshop on Human Interpretability in Machine Learning (WHI 2016). A New Approach to Laplacian Solvers and Flow Problems. Fast robustness quantification with variational Bayes. Reconciling Lambek’s restriction, cut-elimination, and substitution in t …