[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 399
May 6, 2019

Paper Group ANR 399

Question Answering on Freebase via Relation Extraction and Textual Evidence. Beating level-set methods for 3D seismic data interpolation: a primal-dual alternating approach. An Unsupervised Probability Model for Speech-to-Translation Alignment of Low-Resource Languages. Answering Complicated Question Intents Expressed in Decomposed Question Sequenc …

Paper Group ANR 400

Paper Group ANR 400

May 6, 2019

Predicting Personal Traits from Facial Images using Convolutional Neural Networks Augmented with Facial Landmark Information. Forecasting Framework for Open Access Time Series in Energy. Training a Probabilistic Graphical Model with Resistive Switching Electronic Synapses. Nonparametric Bayesian inference of the microcanonical stochastic block mode …
Paper Group ANR 401

Paper Group ANR 401

May 6, 2019

MML is not consistent for Neyman-Scott. Defending Non-Bayesian Learning against Adversarial Attacks. Leveraging Lexical Resources for Learning Entity Embeddings in Multi-Relational Data. Geometric descent method for convex composite minimization. Making Tree Ensembles Interpretable. Building a robust sentiment lexicon with (almost) no resource. Imp …
Paper Group ANR 402

Paper Group ANR 402

May 6, 2019

Graph-Structured Representations for Visual Question Answering. Modelling Student Behavior using Granular Large Scale Action Data from a MOOC. Toward Socially-Infused Information Extraction: Embedding Authors, Mentions, and Entities. Deterministic and Probabilistic Conditions for Finite Completability of Low-Tucker-Rank Tensor. Communication-Effici …
Paper Group ANR 403

Paper Group ANR 403

May 6, 2019

Seer: Empowering Software Defined Networking with Data Analytics. Resolving Out-of-Vocabulary Words with Bilingual Embeddings in Machine Translation. Deep Retinal Image Understanding. Online Open World Recognition. Statistical comparison of classifiers through Bayesian hierarchical modelling. Improving Information Extraction by Acquiring External E …
Paper Group ANR 404

Paper Group ANR 404

May 6, 2019

High-dimensional Black-box Optimization via Divide and Approximate Conquer. Weighted bandits or: How bandits learn distorted values that are not expected. Local- and Holistic- Structure Preserving Image Super Resolution via Deep Joint Component Learning. Shape and Centroid Independent Clustring Algorithm for Crowd Management Applications. Topic Mod …
Paper Group ANR 405

Paper Group ANR 405

May 6, 2019

Data Filtering for Cluster Analysis by $\ell_0$-Norm Regularization. Multi-Source Neural Translation. Online Learning Schemes for Power Allocation in Energy Harvesting Communications. A Factorized Model for Transitive Verbs in Compositional Distributional Semantics. Unimodal Thompson Sampling for Graph-Structured Arms. Depth-Width Tradeoffs in Appr …
Paper Group ANR 406

Paper Group ANR 406

May 6, 2019

On the Exponentially Weighted Aggregate with the Laplace Prior. Automatic 3D object detection of Proteins in Fluorescent labeled microscope images with spatial statistical analysis. How effective can simple ordinal peer grading be?. Positive Definite Estimation of Large Covariance Matrix Using Generalized Nonconvex Penalties. Hardware-oriented Appr …
Paper Group ANR 407

Paper Group ANR 407

May 6, 2019

Interactive Attention for Neural Machine Translation. Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis. Comparison of Optimization Methods in Optical Flow Estimation. A Class of Parallel Doubly Stochastic Algorithms for Large-Scale Learning. Quantile Reinforcement Learning. Binary Paragraph Vectors. Learning to Navigat …
Paper Group ANR 408

Paper Group ANR 408

May 6, 2019

Robust Learning of Fixed-Structure Bayesian Networks. Frankenstein: Learning Deep Face Representations using Small Data. Fast Cosine Transform to increase speed-up and efficiency of Karhunen-Loeve Transform for lossy image compression. INSIGHT-1 at SemEval-2016 Task 4: Convolutional Neural Networks for Sentiment Classification and Quantification. B …
Paper Group ANR 409

Paper Group ANR 409

May 6, 2019

Scalable Linear Causal Inference for Irregularly Sampled Time Series with Long Range Dependencies. Sampled Image Tagging and Retrieval Methods on User Generated Content. DeepCAMP: Deep Convolutional Action & Attribute Mid-Level Patterns. Adaptive mixed norm optical flow estimation. DeepText: A Unified Framework for Text Proposal Generation and Text …
Paper Group ANR 410

Paper Group ANR 410

May 6, 2019

Automated Alertness and Emotion Detection for Empathic Feedback During E-Learning. Eye detection in digital images: challenges and solutions. Improving Neural Network Generalization by Combining Parallel Circuits with Dropout. DISCO Nets: DISsimilarity COefficient Networks. Linear Convergence of SVRG in Statistical Estimation. Whiteout: Gaussian Ad …
Paper Group ANR 411

Paper Group ANR 411

May 6, 2019

Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization. A Unified Convergence Analysis of the Multiplicative Update Algorithm for Regularized Nonnegative Matrix Factorization. Automatic Techniques for Gridding cDNA Microarray Images. Adaptive Graph-based Total Variation for Tomographic Reconstructions. Learning Online Alig …
Paper Group ANR 412

Paper Group ANR 412

May 6, 2019

Segmentation and Classification of Skin Lesions for Disease Diagnosis. Social Behavior Prediction from First Person Videos. Interactive Spoken Content Retrieval by Deep Reinforcement Learning. Ceteris paribus logic in counterfactual reasoning. Fast Task-Specific Target Detection via Graph Based Constraints Representation and Checking. Collaborative …
Paper Group ANR 413

Paper Group ANR 413

May 6, 2019

Patient-Driven Privacy Control through Generalized Distillation. Adaptive Learning Rate via Covariance Matrix Based Preconditioning for Deep Neural Networks. A Persona-Based Neural Conversation Model. ResFeats: Residual Network Based Features for Image Classification. Towards a Cognitive Routing Engine for Software Defined Networks. Exploration Pot …
Paper Group ANR 414

Paper Group ANR 414

May 6, 2019

Towards Score Following in Sheet Music Images. Sample-efficient Deep Reinforcement Learning for Dialog Control. Matching Handwritten Document Images. Risk-Sensitive Learning and Pricing for Demand Response. The Symbolic Interior Point Method. Technical Report: A Generalized Matching Pursuit Approach for Graph-Structured Sparsity. Stationary time-ve …
Paper Group ANR 415

Paper Group ANR 415

May 6, 2019

Multimodal Semantic Simulations of Linguistically Underspecified Motion Events. On Optimality Conditions for Auto-Encoder Signal Recovery. Bayesian Hyperparameter Optimization for Ensemble Learning. Competitive analysis of the top-K ranking problem. End-to-End Neural Sentence Ordering Using Pointer Network. A Novel Representation of Neural Networks …
Paper Group ANR 416

Paper Group ANR 416

May 6, 2019

Active Long Term Memory Networks. Training Recurrent Answering Units with Joint Loss Minimization for VQA. Semi-supervised structured output prediction by local linear regression and sub-gradient descent. Semantic Object Parsing with Graph LSTM. PARAPH: Presentation Attack Rejection by Analyzing Polarization Hypotheses. Debugging Machine Learning T …
Paper Group ANR 417

Paper Group ANR 417

May 6, 2019

Developing an ICU scoring system with interaction terms using a genetic algorithm. Susceptibility of texture measures to noise: an application to lung tumor CT images. Argumentation Models for Cyber Attribution. Multiple Instance Hyperspectral Target Characterization. American Sign Language fingerspelling recognition from video: Methods for unrestr …
Paper Group ANR 418

Paper Group ANR 418

May 6, 2019

Embodiment of Learning in Electro-Optical Signal Processors. StuffNet: Using ‘Stuff’ to Improve Object Detection. Online Multi-view Clustering with Incomplete Views. Prediction of future hospital admissions - what is the tradeoff between specificity and accuracy?. Reinforcement Learning algorithms for regret minimization in structured Markov Decisi …
Paper Group ANR 419

Paper Group ANR 419

May 6, 2019

Improving Multi-label Learning with Missing Labels by Structured Semantic Correlations. Regulating Reward Training by Means of Certainty Prediction in a Neural Network-Implemented Pong Game. Comparative study of LSA vs Word2vec embeddings in small corpora: a case study in dreams database. Knowledge-Based Biomedical Word Sense Disambiguation with Ne …
Paper Group ANR 420

Paper Group ANR 420

May 6, 2019

Hybrid clustering-classification neural network in the medical diagnostics of reactive arthritis. Corralling a Band of Bandit Algorithms. Semi-supervised Word Sense Disambiguation with Neural Models. Autonomous driving challenge: To Infer the property of a dynamic object based on its motion pattern using recurrent neural network. A Predictive Model …
Paper Group ANR 421

Paper Group ANR 421

May 6, 2019

Video Key Frame Extraction using Entropy value as Global and Local Feature. Stochastic Runtime Analysis of a Cross Entropy Algorithm for Traveling Salesman Problems. Word Representation Models for Morphologically Rich Languages in Neural Machine Translation. Deep Tracking: Seeing Beyond Seeing Using Recurrent Neural Networks. Rich Image Captioning …
Paper Group ANR 422

Paper Group ANR 422

May 6, 2019

A Projective Simulation Scheme for Partially-Observable Multi-Agent Systems. Distance for Functional Data Clustering Based on Smoothing Parameter Commutation. Learning Simple Auctions. Estimating Probability Distributions using “Dirac” Kernels (via Rademacher-Walsh Polynomial Basis Functions). Sparse Signal Subspace Decomposition Based on Adaptive …
Paper Group ANR 423

Paper Group ANR 423

May 6, 2019

Semantic Facial Expression Editing using Autoencoded Flow. Theoretical Comparisons of Positive-Unlabeled Learning against Positive-Negative Learning. Conversational Markers of Constructive Discussions. Syntactically Guided Neural Machine Translation. Stochastic Dykstra Algorithms for Metric Learning on Positive Semi-Definite Cone. Detecting Moving …
Paper Group ANR 424

Paper Group ANR 424

May 6, 2019

Multi-stage Object Detection with Group Recursive Learning. Multi-Information Source Optimization. A Critical Examination of RESCAL for Completion of Knowledge Bases with Transitive Relations. A Bayesian approach to type-specific conic fitting. Context and Interference Effects in the Combinations of Natural Concepts. 1.5 billion words Arabic Corpus …
Paper Group ANR 425

Paper Group ANR 425

May 6, 2019

Étude de Problèmes d’Optimisation Combinatoire à Multiples Composantes Interdépendantes. Density Matching Reward Learning. Application of the Signature Method to Pattern Recognition in the CEQUEL Clinical Trial. Predicting with Distributions. Multiplicative LSTM for sequence modelling. Robust Influence Maximization. Bayesian Nonparametric Modeling …
Paper Group ANR 426

Paper Group ANR 426

May 6, 2019

Cost-Optimal Algorithms for Planning with Procedural Control Knowledge. Efficient Convolutional Auto-Encoding via Random Convexification and Frequency-Domain Minimization. HyperNetworks. Proceedings of the third “international Traveling Workshop on Interactions between Sparse models and Technology” (iTWIST’16). Inferring low-dimensional microstruct …