[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 371
May 6, 2019

Paper Group ANR 371

Gendered Conversation in a Social Game-Streaming Platform. Statistical Pattern Recognition for Driving Styles Based on Bayesian Probability and Kernel Density Estimation. Suppressing the Unusual: towards Robust CNNs using Symmetric Activation Functions. ECAT: Event Capture Annotation Tool. Variational Gaussian Process Auto-Encoder for Ordinal Predi …

Paper Group ANR 372

Paper Group ANR 372

May 6, 2019

Neural Contextual Conversation Learning with Labeled Question-Answering Pairs. Learning by Stimulation Avoidance: A Principle to Control Spiking Neural Networks Dynamics. Adding Context to Concept Trees. Template shape estimation: correcting an asymptotic bias. Efficient Character-level Document Classification by Combining Convolution and Recurrent …
Paper Group ANR 373

Paper Group ANR 373

May 6, 2019

Elastic Solver: Balancing Solution Time and Energy Consumption. Minimum Conditional Description Length Estimation for Markov Random Fields. Learning a Tree-Structured Ising Model in Order to Make Predictions. Zero Shot Hashing. Machine Learning, Linear and Bayesian Models for Logistic Regression in Failure Detection Problems. A Novel Approach to Dr …
Paper Group ANR 374

Paper Group ANR 374

May 6, 2019

Learning Localized Geometric Features Using 3D-CNN: An Application to Manufacturability Analysis of Drilled Holes. Stream Packing for Asynchronous Multi-Context Systems using ASP. Polymetric Rhythmic Feel for a Cognitive Drum Computer. Brundlefly at SemEval-2016 Task 12: Recurrent Neural Networks vs. Joint Inference for Clinical Temporal Informatio …
Paper Group ANR 375

Paper Group ANR 375

May 6, 2019

Probabilistic Inference of Twitter Users’ Age based on What They Follow. Visual Question Answering: Datasets, Algorithms, and Future Challenges. DNA-inspired online behavioral modeling and its application to spambot detection. Generic Instance Search and Re-identification from One Example via Attributes and Categories. Dynamic Attention-controlled …
Paper Group ANR 376

Paper Group ANR 376

May 6, 2019

Neural Aggregation Network for Video Face Recognition. Deep Aesthetic Quality Assessment with Semantic Information. Tensor-Based Fusion of EEG and FMRI to Understand Neurological Changes in Schizophrenia. Multivariate Hawkes Processes for Large-scale Inference. You want to survive the data deluge: Be careful, Computational Intelligence will not ser …
Paper Group ANR 377

Paper Group ANR 377

May 6, 2019

Improving sentence compression by learning to predict gaze. Noise-Tolerant Life-Long Matrix Completion via Adaptive Sampling. Global Optimality of Local Search for Low Rank Matrix Recovery. Text-mining the NeuroSynth corpus using Deep Boltzmann Machines. Regularized Pel-Recursive Motion Estimation Using Generalized Cross-Validation and Spatial Adap …
Paper Group ANR 378

Paper Group ANR 378

May 6, 2019

Adaptive Local Window for Level Set Segmentation of CT and MRI Liver Lesions. Scalable Semi-Supervised Learning over Networks using Nonsmooth Convex Optimization. Mean Absolute Percentage Error for regression models. Warm Starting Bayesian Optimization. Encoding Cryptographic Functions to SAT Using Transalg System. TripleSpin - a generic compact pa …
Paper Group ANR 379

Paper Group ANR 379

May 6, 2019

DeepCas: an End-to-end Predictor of Information Cascades. Clustering Comparable Corpora of Russian and Ukrainian Academic Texts: Word Embeddings and Semantic Fingerprints. Discovering Patterns in Time-Varying Graphs: A Triclustering Approach. Pufferfish Privacy Mechanisms for Correlated Data. Video Registration in Egocentric Vision under Day and Ni …
Paper Group ANR 380

Paper Group ANR 380

May 6, 2019

Function Driven Diffusion for Personalized Counterfactual Inference. Material Recognition from Local Appearance in Global Context. Transfer Learning for Material Classification using Convolutional Networks. A 4D Light-Field Dataset and CNN Architectures for Material Recognition. Geometry-Informed Material Recognition. Analysis of the Entropy-guided …
Paper Group ANR 381

Paper Group ANR 381

May 6, 2019

Multiple-Instance Logistic Regression with LASSO Penalty. The THUMOS Challenge on Action Recognition for Videos “in the Wild”. Implicit LOD using points ordering for processing and visualisation in Point Cloud Servers. Using Sentence-Level LSTM Language Models for Script Inference. Compartmental analysis of dynamic nuclear medicine data: regulariza …
Paper Group ANR 382

Paper Group ANR 382

May 6, 2019

Computerized Tomography with Total Variation and with Shearlets. The SP theory of intelligence and the representation and processing of knowledge in the brain. Asymptotic sequential Rademacher complexity of a finite function class. Deep Reinforcement Learning with Successor Features for Navigation across Similar Environments. Component-Based Distri …
Paper Group ANR 383

Paper Group ANR 383

May 6, 2019

A Methodology for Customizing Clinical Tests for Esophageal Cancer based on Patient Preferences. Scale-aware Pixel-wise Object Proposal Networks. Face Recognition Using Scattering Convolutional Network. The Landscape of Empirical Risk for Non-convex Losses. Protein Secondary Structure Prediction Using Deep Multi-scale Convolutional Neural Networks …
Paper Group ANR 384

Paper Group ANR 384

May 6, 2019

Why comparing survival curves between two prognostic subgroups may be misleading. Deep Learning Algorithms for Signal Recognition in Long Perimeter Monitoring Distributed Fiber Optic Sensors. Inexact Proximal Gradient Methods for Non-convex and Non-smooth Optimization. A Probabilistic Generative Grammar for Semantic Parsing. Effective sparse repres …
Paper Group ANR 385

Paper Group ANR 385

May 6, 2019

Automatic Identification of Sarcasm Target: An Introductory Approach. Are Word Embedding-based Features Useful for Sarcasm Detection?. Deep Identity-aware Transfer of Facial Attributes. Applying Interval Type-2 Fuzzy Rule Based Classifiers Through a Cluster-Based Class Representation. Measuring the reliability of MCMC inference with bidirectional M …
Paper Group ANR 386

Paper Group ANR 386

May 6, 2019

Hierarchical Manifold Clustering on Diffusion Maps for Connectomics (MIT 18.S096 final project). Learning to Track at 100 FPS with Deep Regression Networks. Improving the Performance of Neural Machine Translation Involving Morphologically Rich Languages. Fine-grained Recognition in the Noisy Wild: Sensitivity Analysis of Convolutional Neural Networ …
Paper Group ANR 387

Paper Group ANR 387

May 6, 2019

Combination of LMS Adaptive Filters with Coefficients Feedback. Unsupervised convolutional neural networks for motion estimation. Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models. Learning an Astronomical Catalog of the Visible Universe through Scalable Bayesian Inference. The Neural Noisy Channel. Bayesian Optical Flow …
Paper Group ANR 388

Paper Group ANR 388

May 6, 2019

Advancing Bayesian Optimization: The Mixed-Global-Local (MGL) Kernel and Length-Scale Cool Down. Quickest Moving Object Detection. Nonparametric Bayesian Topic Modelling with the Hierarchical Pitman-Yor Processes. An Oracle Inequality for Quasi-Bayesian Non-Negative Matrix Factorization. CGMOS: Certainty Guided Minority OverSampling. An Interactive …
Paper Group ANR 389

Paper Group ANR 389

May 6, 2019

Topic Modeling Using Distributed Word Embeddings. Making brain-machine interfaces robust to future neural variability. Stochastic Portfolio Theory: A Machine Learning Perspective. Post Selection Inference with Kernels. Learning Lexical Entries for Robotic Commands using Crowdsourcing. Connectionist Temporal Modeling for Weakly Supervised Action Lab …
Paper Group ANR 390

Paper Group ANR 390

May 6, 2019

UMDFaces: An Annotated Face Dataset for Training Deep Networks. Towards end-to-end optimisation of functional image analysis pipelines. A Chain-Detection Algorithm for Two-Dimensional Grids. Defensive Player Classification in the National Basketball Association. Jansen-MIDAS: a multi-level photomicrograph segmentation software based on isotropic un …
Paper Group ANR 391

Paper Group ANR 391

May 6, 2019

Functional Hashing for Compressing Neural Networks. Robust and scalable Bayesian analysis of spatial neural tuning function data. Optimizing Spectral Learning for Parsing. Low-Rank Matrices on Graphs: Generalized Recovery & Applications. Sequence Training and Adaptation of Highway Deep Neural Networks. Lexical Based Semantic Orientation of Online C …
Paper Group ANR 392

Paper Group ANR 392

May 6, 2019

Microscopic Muscle Image Enhancement. Compacting Neural Network Classifiers via Dropout Training. Learning and Transfer of Modulated Locomotor Controllers. Understanding and Optimizing the Performance of Distributed Machine Learning Applications on Apache Spark. Multilingual Word Embeddings using Multigraphs. The BioDynaMo Project. Exploring high-l …
Paper Group ANR 393

Paper Group ANR 393

May 6, 2019

Theory reconstruction: a representation learning view on predicate invention. Combining local and global smoothing in multivariate density estimation. Disfluency Detection using a Bidirectional LSTM. Recommendations as Treatments: Debiasing Learning and Evaluation. Application of Deep Convolutional Neural Networks for Detecting Extreme Weather in C …
Paper Group ANR 394

Paper Group ANR 394

May 6, 2019

About Learning in Recurrent Bistable Gradient Networks. Identification of refugee influx patterns in Greece via model-theoretic analysis of daily arrivals. Causal Inference in Observational Data. Sensitivity Maps of the Hilbert-Schmidt Independence Criterion. The Inflation Technique for Causal Inference with Latent Variables. Hough-CNN: Deep Learni …
Paper Group ANR 395

Paper Group ANR 395

May 6, 2019

Efficient Clustering of Correlated Variables and Variable Selection in High-Dimensional Linear Models. Structured Matrix Recovery via the Generalized Dantzig Selector. Robust Discriminative Clustering with Sparse Regularizers. A Detailed Rubric for Motion Segmentation. Fast On-Line Kernel Density Estimation for Active Object Localization. Graph Bas …
Paper Group ANR 396

Paper Group ANR 396

May 6, 2019

Construction Inspection through Spatial Database. ZaliQL: A SQL-Based Framework for Drawing Causal Inference from Big Data. PixelSNE: Visualizing Fast with Just Enough Precision via Pixel-Aligned Stochastic Neighbor Embedding. Intelligence in Artificial Intelligence. Non-Negative Matrix Factorization Test Cases. Blur Robust Optical Flow using Motio …
Paper Group ANR 397

Paper Group ANR 397

May 6, 2019

Search Tracker: Human-derived object tracking in-the-wild through large-scale search and retrieval. Minimum Description Length Principle in Supervised Learning with Application to Lasso. Reinforcement Learning in Conflicting Environments for Autonomous Vehicles. Real-time Eye Gaze Direction Classification Using Convolutional Neural Network. Twitter …
Paper Group ANR 398

Paper Group ANR 398

May 6, 2019

Achieving stable subspace clustering by post-processing generic clustering results. Using Word Embeddings in Twitter Election Classification. Fast Trajectory Simplification Algorithm for Natural User Interfaces in Robot Programming by Demonstration. Estimation of Passenger Route Choice Pattern Using Smart Card Data for Complex Metro Systems. Deeper …