[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 455
May 5, 2019

Paper Group ANR 455

Generic and Efficient Solution Solves the Shortest Paths Problem in Square Runtime. Ontohub: A semantic repository for heterogeneous ontologies. Collective Decision Dynamics in Group Evacuation: Behavioral Experiment and Machine Learning Models. Fast, Dense Feature SDM on an iPhone. Database of handwritten Arabic mathematical formulas images. Combi …

Paper Group ANR 456

Paper Group ANR 456

May 5, 2019

Human Attention Estimation for Natural Images: An Automatic Gaze Refinement Approach. Autoregressive Moving Average Graph Filtering. Embedded Bandits for Large-Scale Black-Box Optimization. Joint Defogging and Demosaicking. Sparse Recovery from Extreme Eigenvalues Deviation Inequalities. Handwriting Profiling using Generative Adversarial Networks. …
Paper Group ANR 457

Paper Group ANR 457

May 5, 2019

Learning recurrent representations for hierarchical behavior modeling. A framework for mining process models from emails logs. Nighttime Haze Removal with Illumination Correction. ReasoNet: Learning to Stop Reading in Machine Comprehension. Fine-scale Surface Normal Estimation using a Single NIR Image. A System for Probabilistic Linking of Thesauri …
Paper Group ANR 458

Paper Group ANR 458

May 5, 2019

Global Minimum for a Finsler Elastica Minimal Path Approach. Möbius Invariants of Shapes and Images. MUST-CNN: A Multilayer Shift-and-Stitch Deep Convolutional Architecture for Sequence-based Protein Structure Prediction. Variational Inference for Sparse and Undirected Models. Towards Turkish ASR: Anatomy of a rule-based Turkish g2p. On Approximate …
Paper Group ANR 459

Paper Group ANR 459

May 5, 2019

Kernel Alignment Inspired Linear Discriminant Analysis. Consistency Ensuring in Social Web Services Based on Commitments Structure. From Dependence to Causation. Neurohex: A Deep Q-learning Hex Agent. Moving Beyond the Turing Test with the Allen AI Science Challenge. Markov Chain Truncation for Doubly-Intractable Inference. Kernel Balancing: A flex …
Paper Group ANR 460

Paper Group ANR 460

May 5, 2019

SoftTarget Regularization: An Effective Technique to Reduce Over-Fitting in Neural Networks. OBDA Constraints for Effective Query Answering (Extended Version). High Performance Software in Multidimensional Reduction Methods for Image Processing with Application to Ancient Manuscripts. Non-Convex Projected Gradient Descent for Generalized Low-Rank T …
Paper Group ANR 461

Paper Group ANR 461

May 5, 2019

A Characterization of Prediction Errors. Deep CNNs along the Time Axis with Intermap Pooling for Robustness to Spectral Variations. Pano2Vid: Automatic Cinematography for Watching 360$^{\circ}$ Videos. Neural Net Models for Open-Domain Discourse Coherence. Unsupervised Learning with Truncated Gaussian Graphical Models. Dimension Projection among La …
Paper Group ANR 462

Paper Group ANR 462

May 5, 2019

A Nonparametric Framework for Quantifying Generative Inference on Neuromorphic Systems. Multi-Task Curriculum Transfer Deep Learning of Clothing Attributes. Quantum Cognition Beyond Hilbert Space I: Fundamentals. Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word Problems. A Truthful Mechanism with Biparameter Learning f …
Paper Group ANR 463

Paper Group ANR 463

May 5, 2019

How useful is photo-realistic rendering for visual learning?. Double Coupled Canonical Polyadic Decomposition for Joint Blind Source Separation. Functorial Hierarchical Clustering with Overlaps. Alternating Direction Method of Multipliers for Sparse Convolutional Neural Networks. Surpassing Gradient Descent Provably: A Cyclic Incremental Method wit …
Paper Group ANR 464

Paper Group ANR 464

May 5, 2019

Decision Theory in an Algebraic Setting. Stochastic Quasi-Newton Langevin Monte Carlo. Crowdsourced Outcome Determination in Prediction Markets. A Structured Variational Auto-encoder for Learning Deep Hierarchies of Sparse Features. Heter-LP: A heterogeneous label propagation algorithm and its application in drug repositioning. Ontology-Mediated Qu …
Paper Group ANR 465

Paper Group ANR 465

May 5, 2019

Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning. An empirical analysis of the optimization of deep network loss surfaces. Simple and Efficient Parallelization for Probabilistic Temporal Tensor Factorization. CaMKII activation supports reward-based neural network optimization through Hamiltonian samp …
Paper Group ANR 466

Paper Group ANR 466

May 5, 2019

Segmentation of scanning electron microscopy images from natural rubber samples with gold nanoparticles using starlet wavelets. Predicting the Effectiveness of Self-Training: Application to Sentiment Classification. Multi-domain machine translation enhancements by parallel data extraction from comparable corpora. Multi-object Classification via Cro …
Paper Group ANR 467

Paper Group ANR 467

May 5, 2019

Probabilistic Failure Analysis in Model Validation & Verification. k-variates++: more pluses in the k-means++. Warped Convolutions: Efficient Invariance to Spatial Transformations. Forecasting Volatility in Indian Stock Market using Artificial Neural Network with Multiple Inputs and Outputs. Savu: A Python-based, MPI Framework for Simultaneous Proc …
Paper Group ANR 468

Paper Group ANR 468

May 5, 2019

Online Monotone Optimization. A Fast Factorization-based Approach to Robust PCA. Most Likely Separation of Intensity and Warping Effects in Image Registration. Stochastic Heavy Ball. An Attentive Neural Architecture for Fine-grained Entity Type Classification. Towards Information-Seeking Agents. Egocentric Activity Recognition with Multimodal Fishe …
Paper Group ANR 469

Paper Group ANR 469

May 5, 2019

Bayesian Exploration: Incentivizing Exploration in Bayesian Games. A Basic Recurrent Neural Network Model. Automated detection of smuggled high-risk security threats using Deep Learning. Unsupervised Pretraining for Sequence to Sequence Learning. A deep representation for depth images from synthetic data. Undecidability of the Lambek calculus with …
Paper Group ANR 470

Paper Group ANR 470

May 5, 2019

Deep Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks. Practical Secure Aggregation for Federated Learning on User-Held Data. Full-Time Supervision based Bidirectional RNN for Factoid Question Answering. Online Feature Selection with Group Structure Analysis. Scalable Pooled Time Series of Big Video Data from the Deep Web. Deep …
Paper Group ANR 471

Paper Group ANR 471

May 5, 2019

Local Sparse Approximation for Image Restoration with Adaptive Block Size Selection. Data Collection for Interactive Learning through the Dialog. Quantifying Radiographic Knee Osteoarthritis Severity using Deep Convolutional Neural Networks. Textual Paralanguage and its Implications for Marketing Communications. Changepoint Detection in the Presenc …
Paper Group ANR 472

Paper Group ANR 472

May 5, 2019

Convexified Convolutional Neural Networks. Heuristics for Planning, Plan Recognition and Parsing. A Quantum Implementation Model for Artificial Neural Networks. A Dynamic Bayesian Network Model for Inventory Level Estimation in Retail Marketing. Optimising Rule-Based Classification in Temporal Data. Bandits meet Computer Architecture: Designing a S …
Paper Group ANR 473

Paper Group ANR 473

May 5, 2019

Dependency Parsing with LSTMs: An Empirical Evaluation. AdaNet: Adaptive Structural Learning of Artificial Neural Networks. Assisted Dictionary Learning for fMRI Data Analysis. Multi-Dueling Bandits and Their Application to Online Ranker Evaluation. Improved Sampling Techniques for Learning an Imbalanced Data Set. Statistical Meta-Analysis of Prese …
Paper Group ANR 474

Paper Group ANR 474

May 5, 2019

Statistical Machine Translation for Indian Languages: Mission Hindi. Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation. Joint Extraction of Events and Entities within a Document Context. Joint M-Best-Diverse Labelings as a Parametric Submodular Minimization. A Probabilistic Adaptive Search System for Exploring the F …
Paper Group ANR 475

Paper Group ANR 475

May 5, 2019

A Spatio-Temporal Representation for the Orienteering Problem with Time-Varying Profits. On Reducing the Number of Visual Words in the Bag-of-Features Representation. UbuntuWorld 1.0 LTS - A Platform for Automated Problem Solving & Troubleshooting in the Ubuntu OS. Content-Based Top-N Recommendation using Heterogeneous Relations. Alternating optimi …
Paper Group ANR 476

Paper Group ANR 476

May 5, 2019

Multiplier-less Artificial Neurons Exploiting Error Resiliency for Energy-Efficient Neural Computing. Decision Making Based on Cohort Scores for Speaker Verification. Quantum perceptron over a field and neural network architecture selection in a quantum computer. Secure Multi-Party Computation Based Privacy Preserving Extreme Learning Machine Algor …
Paper Group ANR 477

Paper Group ANR 477

May 5, 2019

Virtual Rephotography: Novel View Prediction Error for 3D Reconstruction. Reasoning about Body-Parts Relations for Sign Language Recognition. Machine Comprehension Based on Learning to Rank. Dis-S2V: Discourse Informed Sen2Vec. Make Up Your Mind: The Price of Online Queries in Differential Privacy. The formal-logical characterisation of lies, decep …
Paper Group ANR 478

Paper Group ANR 478

May 5, 2019

Fast Eigenspace Approximation using Random Signals. Matching while Learning. Optimization on Submanifolds of Convolution Kernels in CNNs. Image Resolution Enhancement by Using Interpolation Followed by Iterative Back Projection. SelQA: A New Benchmark for Selection-based Question Answering. Aligning Coordinated Text Streams through Burst Informatio …
Paper Group ANR 479

Paper Group ANR 479

May 5, 2019

End-to-End Training of Hybrid CNN-CRF Models for Stereo. Modular Multitask Reinforcement Learning with Policy Sketches. Contextual Relationship-based Activity Segmentation on an Event Stream in the IoT Environment with Multi-user Activities. Finding Significant Fourier Coefficients: Clarifications, Simplifications, Applications and Limitations. Gen …
Paper Group ANR 480

Paper Group ANR 480

May 5, 2019

Bayesian Optimization with Exponential Convergence. Diversity Promoting Online Sampling for Streaming Video Summarization. Stream Clipper: Scalable Submodular Maximization on Stream. Faster Principal Component Regression and Stable Matrix Chebyshev Approximation. Scaling Submodular Maximization via Pruned Submodularity Graphs. Reinforcement Learnin …
Paper Group ANR 481

Paper Group ANR 481

May 5, 2019

State Duration and Interval Modeling in Hidden Semi-Markov Model for Sequential Data Analysis. Fairness in Reinforcement Learning. Backprop KF: Learning Discriminative Deterministic State Estimators. Optimal and Adaptive Off-policy Evaluation in Contextual Bandits. Binomial Checkpointing for Arbitrary Programs with No User Annotation. A scaled Breg …
Paper Group ANR 482

Paper Group ANR 482

May 5, 2019

Language classification from bilingual word embedding graphs. Contextual Decision Processes with Low Bellman Rank are PAC-Learnable. Stochastic Contextual Bandits with Known Reward Functions. Swapout: Learning an ensemble of deep architectures. Fast Object Localization Using a CNN Feature Map Based Multi-Scale Search. Cruciform: Solving Crosswords …