[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1
May 7, 2019

Paper Group ANR 1

Posterior Sampling for Reinforcement Learning Without Episodes. Maxmin convolutional neural networks for image classification. Knowledge Completion for Generics using Guided Tensor Factorization. Synthesis of Gaussian Trees with Correlation Sign Ambiguity: An Information Theoretic Approach. A Unified Framework for Sparse Non-Negative Least Squares …

Paper Group ANR 10

Paper Group ANR 10

May 7, 2019

DeepSpark: A Spark-Based Distributed Deep Learning Framework for Commodity Clusters. Optimizing Quantiles in Preference-based Markov Decision Processes. EgoReID: Cross-view Self-Identification and Human Re-identification in Egocentric and Surveillance Videos. Learning Over Long Time Lags. Bayesian Variable Selection for Globally Sparse Probabilisti …
Paper Group ANR 100

Paper Group ANR 100

May 7, 2019

Learning Features of Music from Scratch. Alternative Technique to Asymmetry Analysis-Based Overlapping for Foot Ulcer Examination: Scalable Scanning. BreakingNews: Article Annotation by Image and Text Processing. Radial Velocity Retrieval for Multichannel SAR Moving Targets with Time-Space Doppler De-ambiguity. Generation of Near-Optimal Solutions …
Paper Group ANR 101

Paper Group ANR 101

May 7, 2019

Learning and Tuning Meta-heuristics in Plan Space Planning. Diet2Vec: Multi-scale analysis of massive dietary data. Supervised Syntax-based Alignment between English Sentences and Abstract Meaning Representation Graphs. Evolutionary computation for multicomponent problems: opportunities and future directions. Fast estimation of approximate matrix r …
Paper Group ANR 102

Paper Group ANR 102

May 7, 2019

Markov models for ocular fixation locations in the presence and absence of colour. PCG-Based Game Design Patterns. Topic Sensitive Neural Headline Generation. Machine Learning Techniques with Ontology for Subjective Answer Evaluation. e-Commerce product classification: our participation at cDiscount 2015 challenge. Minimum cost polygon overlay with …
Paper Group ANR 103

Paper Group ANR 103

May 7, 2019

A Signaling Game Approach to Databases Querying and Interaction. 25 years of CNNs: Can we compare to human abstraction capabilities?. Veracity Computing from Lexical Cues and Perceived Certainty Trends. A Transportation $L^p$ Distance for Signal Analysis. Learning Infinite-Layer Networks: Without the Kernel Trick. Beyond Local Search: Tracking Obje …
Paper Group ANR 104

Paper Group ANR 104

May 7, 2019

Uniform Information Segmentation. A New Recurrent Neural CRF for Learning Non-linear Edge Features. Automatic 3D Point Set Reconstruction from Stereo Laparoscopic Images using Deep Neural Networks. Global and Local Uncertainty Principles for Signals on Graphs. Deep Perceptual Mapping for Cross-Modal Face Recognition. Increasing the Interpretability …
Paper Group ANR 105

Paper Group ANR 105

May 7, 2019

Audio Recording Device Identification Based on Deep Learning. Generic Feature Learning for Wireless Capsule Endoscopy Analysis. Gaussian Process Regression for Out-of-Sample Extension. Unsupervised Dialogue Act Induction using Gaussian Mixtures. The Role of Context Types and Dimensionality in Learning Word Embeddings. Automatic Segmentation of Dyna …
Paper Group ANR 106

Paper Group ANR 106

May 7, 2019

Multiplayer Games for Learning Multirobot Coordination Algorithms. Doubly stochastic large scale kernel learning with the empirical kernel map. The DLVHEX System for Knowledge Representation: Recent Advances (System Description). When is Clustering Perturbation Robust?. Identifying Stable Patterns over Time for Emotion Recognition from EEG. Computa …
Paper Group ANR 107

Paper Group ANR 107

May 7, 2019

Science Question Answering using Instructional Materials. Exploration for Multi-task Reinforcement Learning with Deep Generative Models. ICE: Information Credibility Evaluation on Social Media via Representation Learning. Development of an Ideal Observer that Incorporates Nuisance Parameters and Processes List-Mode Data. Sparse Estimation of Multiv …
Paper Group ANR 108

Paper Group ANR 108

May 7, 2019

An Empirical Study on Academic Commentary and Its Implications on Reading and Writing. Fast Training of Convolutional Neural Networks via Kernel Rescaling. Fusion of EEG and Musical Features in Continuous Music-emotion Recognition. Multi-pretrained Deep Neural Network. Interdependent Scheduling Games. Dense Image Representation with Spatial Pyramid …
Paper Group ANR 109

Paper Group ANR 109

May 7, 2019

Visual place recognition using landmark distribution descriptors. 2D Visual Place Recognition for Domestic Service Robots at Night. Digitizing Municipal Street Inspections Using Computer Vision. KSR: A Semantic Representation of Knowledge Graph within a Novel Unsupervised Paradigm. Joint mean and covariance estimation with unreplicated matrix-varia …
Paper Group ANR 11

Paper Group ANR 11

May 7, 2019

Associative Memory using Dictionary Learning and Expander Decoding. Spatio-Temporal Sentiment Hotspot Detection Using Geotagged Photos. A Comparison between Deep Neural Nets and Kernel Acoustic Models for Speech Recognition. Importance Sampling for Minibatches. Domain Transfer Multi-Instance Dictionary Learning. Learning Semantic Part-Based Models …
Paper Group ANR 110

Paper Group ANR 110

May 7, 2019

Set2Model Networks: Learning Discriminatively To Learn Generative Models. Short Communication on QUIST: A Quick Clustering Algorithm. A Minimalistic Approach to Sum-Product Network Learning for Real Applications. Analysis of proposed PDE-based underwater image enhancement algorithms. Web Spam Detection Using Multiple Kernels in Twin Support Vector …
Paper Group ANR 111

Paper Group ANR 111

May 7, 2019

Daleel: Simplifying Cloud Instance Selection Using Machine Learning. SceneNet RGB-D: 5M Photorealistic Images of Synthetic Indoor Trajectories with Ground Truth. Mining the Web for Pharmacovigilance: the Case Study of Duloxetine and Venlafaxine. Variational Inference for On-line Anomaly Detection in High-Dimensional Time Series. Greedy bi-criteria …
Paper Group ANR 112

Paper Group ANR 112

May 7, 2019

Multivariate Dependence Beyond Shannon Information. Learning Adaptive Parameter Tuning for Image Processing. UTCNN: a Deep Learning Model of Stance Classificationon on Social Media Text. Better Image Segmentation by Exploiting Dense Semantic Predictions. HNP3: A Hierarchical Nonparametric Point Process for Modeling Content Diffusion over Social Med …
Paper Group ANR 113

Paper Group ANR 113

May 7, 2019

Kernel-based Reconstruction of Graph Signals. Mean Deviation Similarity Index: Efficient and Reliable Full-Reference Image Quality Evaluator. A Haar Wavelet-Based Perceptual Similarity Index for Image Quality Assessment. Using Indirect Encoding of Multiple Brains to Produce Multimodal Behavior. Enhanced Boolean Correlation Matrix Memory. Tuning the …
Paper Group ANR 114

Paper Group ANR 114

May 7, 2019

Online Reinforcement Learning for Real-Time Exploration in Continuous State and Action Markov Decision Processes. The Mean Partition Theorem of Consensus Clustering. Laser light-field fusion for wide-field lensfree on-chip phase contrast nanoscopy. Sentiment Analysis of Twitter Data: A Survey of Techniques. On the Phase Transition of Finding a Bicl …
Paper Group ANR 115

Paper Group ANR 115

May 7, 2019

Multimodal Sparse Coding for Event Detection. Statistical Parametric Speech Synthesis Using Bottleneck Representation From Sequence Auto-encoder. Mental State Recognition via Wearable EEG. Extract fetal ECG from single-lead abdominal ECG by de-shape short time Fourier transform and nonlocal median. Proof nets for the Displacement calculus. Supervis …
Paper Group ANR 116

Paper Group ANR 116

May 7, 2019

Distributed Private Online Learning for Social Big Data Computing over Data Center Networks. Adaptive Neuron Apoptosis for Accelerating Deep Learning on Large Scale Systems. Comparing Human-Centric and Robot-Centric Sampling for Robot Deep Learning from Demonstrations. Desiderata for Vector-Space Word Representations. Fully Convolutional Recurrent …
Paper Group ANR 117

Paper Group ANR 117

May 7, 2019

Stacked Autoencoders for Medical Image Search. Unsupervised Non Linear Dimensionality Reduction Machine Learning methods applied to Multiparametric MRI in cerebral ischemia: Preliminary Results. Visual Relationship Detection with Language Priors. Optimizing Top Precision Performance Measure of Content-Based Image Retrieval by Learning Similarity Fu …
Paper Group ANR 118

Paper Group ANR 118

May 7, 2019

Bayesian Kernel and Mutual $k$-Nearest Neighbor Regression. Geometry of Interest (GOI): Spatio-Temporal Destination Extraction and Partitioning in GPS Trajectory Data. Joint Gender Classification and Age Estimation by Nearly Orthogonalizing Their Semantic Spaces. Bidirectional Recurrent Neural Networks for Medical Event Detection in Electronic Heal …
Paper Group ANR 119

Paper Group ANR 119

May 7, 2019

Stochastic Gradient Descent in Continuous Time. A Sub-Quadratic Exact Medoid Algorithm. Matching models across abstraction levels with Gaussian Processes. Towards Label Imbalance in Multi-label Classification with Many Labels. Areas of Attention for Image Captioning. Multi-Class Multi-Object Tracking using Changing Point Detection. A Communication- …
Paper Group ANR 12

Paper Group ANR 12

May 7, 2019

Stochastic Backpropagation through Mixture Density Distributions. UniMiB SHAR: a new dataset for human activity recognition using acceleration data from smartphones. Recurrent Memory Addressing for describing videos. Multidimensional Binary Search for Contextual Decision-Making. A Recursive Born Approach to Nonlinear Inverse Scattering. Machine Lea …
Paper Group ANR 120

Paper Group ANR 120

May 7, 2019

Feature Encoding in Band-limited Distributed Surveillance Systems. Matrix Variate RBM Model with Gaussian Distributions. Revealing Structure in Large Graphs: Szemerédi’s Regularity Lemma and its Use in Pattern Recognition. Clustering Algorithms: A Comparative Approach. Online Learning with Low Rank Experts. An application of incomplete pairwise com …
Paper Group ANR 121

Paper Group ANR 121

May 7, 2019

Simultaneous Clustering and Estimation of Heterogeneous Graphical Models. Understanding the Energy and Precision Requirements for Online Learning. Active Algorithms For Preference Learning Problems with Multiple Populations. Smoothed Hierarchical Dirichlet Process: A Non-Parametric Approach to Constraint Measures. Adaptive Feature Abstraction for T …
Paper Group ANR 122

Paper Group ANR 122

May 7, 2019

Automatic Graphic Logo Detection via Fast Region-based Convolutional Networks. On the convergence of gradient-like flows with noisy gradient input. Online Influence Maximization in Non-Stationary Social Networks. Parameterized Analysis of Multi-objective Evolutionary Algorithms and the Weighted Vertex Cover Problem. Visual Genome: Connecting Langua …
Paper Group ANR 123

Paper Group ANR 123

May 7, 2019

Fast low-level pattern matching algorithm. VHT: Vertical Hoeffding Tree. Store Location Selection via Mining Search Query Logs of Baidu Maps. Vote-boosting ensembles. An Evaluation of Models for Runtime Approximation in Link Discovery. Juxtaposition of System Dynamics and Agent-based Simulation for a Case Study in Immunosenescence. HordeQBF: A Modu …