[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 175
May 6, 2019

Paper Group ANR 175

Efficient Multi-view Performance Capture of Fine-Scale Surface Detail. Hierarchy through Composition with Linearly Solvable Markov Decision Processes. Efficient Pairwise Learning Using Kernel Ridge Regression: an Exact Two-Step Method. Hybrid Learning of Optical Flow and Next Frame Prediction to Boost Optical Flow in the Wild. Distance Metric Learn …

Paper Group ANR 176

Paper Group ANR 176

May 6, 2019

Spatio-Temporal Modeling of Users’ Check-ins in Location-Based Social Networks. Intelligent Conversational Bot for Massive Online Open Courses (MOOCs). UnitBox: An Advanced Object Detection Network. CRF-CNN: Modeling Structured Information in Human Pose Estimation. Neuroevolution-Based Inverse Reinforcement Learning. Cross-validation based Nonlinea …
Paper Group ANR 177

Paper Group ANR 177

May 6, 2019

Learning Fast Sparsifying Transforms. An Information Extraction Approach to Prescreen Heart Failure Patients for Clinical Trials. OpenTripPlanner, OpenStreetMap, General Transit Feed Specification: Tools for Disaster Relief and Recovery. A Novel Progressive Multi-label Classifier for Classincremental Data. Minimax Lower Bounds for Kronecker-Structu …
Paper Group ANR 178

Paper Group ANR 178

May 6, 2019

Find an Optimal Path in Static System and Dynamical System within Polynomial Runtime. Geometry of 3D Environments and Sum of Squares Polynomials. Large scale near-duplicate image retrieval using Triples of Adjacent Ranked Features (TARF) with embedded geometric information. Machine Learning for Visual Navigation of Unmanned Ground Vehicles. Towards …
Paper Group ANR 179

Paper Group ANR 179

May 6, 2019

From Traditional to Modern : Domain Adaptation for Action Classification in Short Social Video Clips. Simple epistemic planning: generalised gossiping. Neural Discourse Modeling of Conversations. Low-complexity Image and Video Coding Based on an Approximate Discrete Tchebichef Transform. A Differentiable Transition Between Additive and Multiplicati …
Paper Group ANR 180

Paper Group ANR 180

May 6, 2019

When is Nontrivial Estimation Possible for Graphons and Stochastic Block Models?. Cohomology of Cryo-Electron Microscopy. Distribution-dependent concentration inequalities for tighter generalization bounds. Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions. A review of Gaussian Markov models for conditional independence. …
Paper Group ANR 181

Paper Group ANR 181

May 6, 2019

Efficient Non-oblivious Randomized Reduction for Risk Minimization with Improved Excess Risk Guarantee. Artificial Persuasion in Pedagogical Games. Scalable Computation of Optimized Queries for Sequential Diagnosis. DeepCare: A Deep Dynamic Memory Model for Predictive Medicine. Dynamical optical flow of saliency maps for predicting visual attention …
Paper Group ANR 182

Paper Group ANR 182

May 6, 2019

Word2VisualVec: Image and Video to Sentence Matching by Visual Feature Prediction. Sequential Deep Trajectory Descriptor for Action Recognition with Three-stream CNN. Online shopping behavior study based on multi-granularity opinion mining: China vs. America. Neural Turing Machines: Convergence of Copy Tasks. Sketching for Large-Scale Learning of M …
Paper Group ANR 183

Paper Group ANR 183

May 6, 2019

Learning Dexterous Manipulation Policies from Experience and Imitation. Oracle Inequalities for High-dimensional Prediction. Unsupervised Discovery of El Nino Using Causal Feature Learning on Microlevel Climate Data. Enabling Cognitive Intelligence Queries in Relational Databases using Low-dimensional Word Embeddings. On-Average KL-Privacy and its …
Paper Group ANR 184

Paper Group ANR 184

May 6, 2019

Towards deep learning with spiking neurons in energy based models with contrastive Hebbian plasticity. Declarative Machine Learning - A Classification of Basic Properties and Types. Sparse Generalized Eigenvalue Problem: Optimal Statistical Rates via Truncated Rayleigh Flow. Revising Incompletely Specified Convex Probabilistic Belief Bases. Speech …
Paper Group ANR 185

Paper Group ANR 185

May 6, 2019

Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task. The Asymptotic Performance of Linear Echo State Neural Networks. Fast DPP Sampling for Nyström with Application to Kernel Methods. Practical Riemannian Neural Networks. Probabilistic Saliency Estimation. Product Offerings in Malicious Hacker Markets. Qua …
Paper Group ANR 186

Paper Group ANR 186

May 6, 2019

Query Answering with Inconsistent Existential Rules under Stable Model Semantics. Learning to Incentivize: Eliciting Effort via Output Agreement. A semi-automatic computer-aided method for surgical template design. Distributed Estimation and Learning over Heterogeneous Networks. DASC: Robust Dense Descriptor for Multi-modal and Multi-spectral Corre …
Paper Group ANR 187

Paper Group ANR 187

May 6, 2019

Characterizing Driving Styles with Deep Learning. Towards a Theoretical Analysis of PCA for Heteroscedastic Data. Improving Agreement and Disagreement Identification in Online Discussions with A Socially-Tuned Sentiment Lexicon. Automatic Composition and Optimization of Multicomponent Predictive Systems With an Extended Auto-WEKA. Neural Networks C …
Paper Group ANR 188

Paper Group ANR 188

May 6, 2019

Proactive Decision Support using Automated Planning. Responses to Critiques on Machine Learning of Criminality Perceptions (Addendum of arXiv:1611.04135). Characterization of neighborhood behaviours in a multi-neighborhood local search algorithm. Optimal Rates of Statistical Seriation. Full Flow: Optical Flow Estimation By Global Optimization over …
Paper Group ANR 189

Paper Group ANR 189

May 6, 2019

Object Recognition and Identification Using ESM Data. N-ary Error Correcting Coding Scheme. 3D Gaze Estimation from 2D Pupil Positions on Monocular Head-Mounted Eye Trackers. Blind Analysis of CT Image Noise Using Residual Denoised Images. Parsimonious Online Learning with Kernels via Sparse Projections in Function Space. Incorporation of Speech Du …
Paper Group ANR 190

Paper Group ANR 190

May 6, 2019

A random version of principal component analysis in data clustering. Fast Orthonormal Sparsifying Transforms Based on Householder Reflectors. End-to-End Kernel Learning with Supervised Convolutional Kernel Networks. Large Scale Kernel Learning using Block Coordinate Descent. Prognostics of Surgical Site Infections using Dynamic Health Data. Fuzzy t …
Paper Group ANR 191

Paper Group ANR 191

May 6, 2019

A global optimization algorithm for sparse mixed membership matrix factorization. Axiomatizing Category Theory in Free Logic. NoiseOut: A Simple Way to Prune Neural Networks. Binary Hashing with Semidefinite Relaxation and Augmented Lagrangian. Transition-based versus State-based Reward Functions for MDPs with Value-at-Risk. Deep Reinforcement Lear …
Paper Group ANR 192

Paper Group ANR 192

May 6, 2019

Equity forecast: Predicting long term stock price movement using machine learning. Query Complexity of Tournament Solutions. Hierarchical Compound Poisson Factorization. Collaborative creativity with Monte-Carlo Tree Search and Convolutional Neural Networks. A neuro-mathematical model for geometrical optical illusions. Visualisation of Survey Respo …
Paper Group ANR 193

Paper Group ANR 193

May 6, 2019

Analyzing the group sparsity based on the rank minimization methods. How can one sample images with sampling rates close to the theoretical minimum?. Multilingual Modal Sense Classification using a Convolutional Neural Network. Preoperative Volume Determination for Pituitary Adenoma. Computing threshold functions using dendrites. A self-tuning Fire …
Paper Group ANR 194

Paper Group ANR 194

May 6, 2019

Efficient Estimation in the Tails of Gaussian Copulas. Modeling trajectories of mental health: challenges and opportunities. A deep learning model for estimating story points. Automatically Building Face Datasets of New Domains from Weakly Labeled Data with Pretrained Models. Image Segmentation Using Overlapping Group Sparsity. Learning Relational …
Paper Group ANR 195

Paper Group ANR 195

May 6, 2019

Oracle-Efficient Online Learning and Auction Design. Multi-Modality Fusion based on Consensus-Voting and 3D Convolution for Isolated Gesture Recognition. Formulas for Counting the Sizes of Markov Equivalence Classes of Directed Acyclic Graphs. Learning to superoptimize programs. UAV-based Autonomous Image Acquisition with Multi-View Stereo Quality …
Paper Group ANR 196

Paper Group ANR 196

May 6, 2019

Piecewise Deterministic Markov Processes for Continuous-Time Monte Carlo. Generalized Root Models: Beyond Pairwise Graphical Models for Univariate Exponential Families. Sparse Graphical Representation based Discriminant Analysis for Heterogeneous Face Recognition. Temporal Feature Selection on Networked Time Series. LSTM-Based Predictions for Proac …
Paper Group ANR 197

Paper Group ANR 197

May 6, 2019

Multi-domain Neural Network Language Generation for Spoken Dialogue Systems. Fine Hand Segmentation using Convolutional Neural Networks. Going Out of Business: Auction House Behavior in the Massively Multi-Player Online Game. An Empirical Study of Adequate Vision Span for Attention-Based Neural Machine Translation. On Deep Multi-View Representation …
Paper Group ANR 198

Paper Group ANR 198

May 6, 2019

Patch-Ordering as a Regularization for Inverse Problems in Image Processing. Tensor Decomposition via Variational Auto-Encoder. Fast Bilateral Filtering of Vector-Valued Images. Parallelizing Word2Vec in Shared and Distributed Memory. Audio Word2Vec: Unsupervised Learning of Audio Segment Representations using Sequence-to-sequence Autoencoder. Two- …
Paper Group ANR 199

Paper Group ANR 199

May 6, 2019

Classifying Options for Deep Reinforcement Learning. Inductive supervised quantum learning. Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis. Determination of Pedestrian Flow Performance Based on Video Tracking and Microscopic Simulations. Polyhedron Volume-Ratio-based Classification for Image Recognition. Charagram: Embeddi …
Paper Group ANR 200

Paper Group ANR 200

May 6, 2019

The Singularity May Never Be Near. An efficient Exact-PGA algorithm for constant curvature manifolds. An Adaptive Resample-Move Algorithm for Estimating Normalizing Constants. Revisiting Summarization Evaluation for Scientific Articles. An Efficient Algorithm for Mining Frequent Sequence with Constraint Programming. A Multi-task Deep Network for Pe …
Paper Group ANR 201

Paper Group ANR 201

May 6, 2019

Content Aware Neural Style Transfer. Tracking Slowly Moving Clairvoyant: Optimal Dynamic Regret of Online Learning with True and Noisy Gradient. Template Matching via Densities on the Roto-Translation Group. Dense Wide-Baseline Scene Flow From Two Handheld Video Cameras. Human Pose Estimation using Deep Consensus Voting. Defeating Image Obfuscation …
Paper Group ANR 202

Paper Group ANR 202

May 6, 2019

Variational hybridization and transformation for large inaccurate noisy-or networks. Non-Redundant Spectral Dimensionality Reduction. A New Statistic Feature of the Short-Time Amplitude Spectrum Values for Human’s Unvoiced Pronunciation. “Did I Say Something Wrong?” A Word-Level Analysis of Wikipedia Articles for Deletion Discussions. A CRF Based P …