[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 962
October 17, 2019

Paper Group ANR 962

An Application of HodgeRank to Online Peer Assessment. Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning. Think Visually: Question Answering through Virtual Imagery. Investigations on Knowledge Base Embedding for Relation Prediction and Extraction. On Coresets for Logistic Regression. The role of grammar in transition-pr …

Paper Group ANR 963

Paper Group ANR 963

October 17, 2019

Zero-Resource Neural Machine Translation with Multi-Agent Communication Game. Noise generation for compression algorithms. Text-Independent Speaker Verification Based on Deep Neural Networks and Segmental Dynamic Time Warping. CAAD 2018: Iterative Ensemble Adversarial Attack. Estimation and Restoration of Compositional Degradation Using Convolution …
Paper Group ANR 964

Paper Group ANR 964

October 17, 2019

Toward Performance Optimization in IoT-based Next-Gen Wireless Sensor Networks. COBRA: A Fast and Simple Method for Active Clustering with Pairwise Constraints. Unsupervised Data Selection for Supervised Learning. A Rapidly Deployable Classification System using Visual Data for the Application of Precision Weed Management. Semi-supervised Learning …
Paper Group ANR 965

Paper Group ANR 965

October 17, 2019

Introducing Quantum-Like Influence Diagrams for Violations of the Sure Thing Principle. Domain Randomization for Scene-Specific Car Detection and Pose Estimation. Improving GANs Using Optimal Transport. Deep Imitative Models for Flexible Inference, Planning, and Control. Optimization of computational budget for power system risk assessment. Limitat …
Paper Group ANR 966

Paper Group ANR 966

October 17, 2019

Neural Argument Generation Augmented with Externally Retrieved Evidence. Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems. Hindsight is Only 50/50: Unsuitability of MDP based Approximate POMDP Solvers for Multi-resolution Information Gathering. Differential Analysis of Directed Networks. Generating Photo-Realistic Training …
Paper Group ANR 967

Paper Group ANR 967

October 17, 2019

A Cell-Division Search Technique for Inversion with Application to Picture-Discovery and Magnetotellurics. Explainable Neural Networks based on Additive Index Models. Cubic Range Error Model for Stereo Vision with Illuminators. A Unified Probabilistic Model for Learning Latent Factors and Their Connectivities from High-Dimensional Data. Approximati …
Paper Group ANR 968

Paper Group ANR 968

October 17, 2019

Multi-Level Sensor Fusion with Deep Learning. Three-Dimensional GPU-Accelerated Active Contours for Automated Localization of Cells in Large Images. Fine-Grained Attention Mechanism for Neural Machine Translation. Deep-6DPose: Recovering 6D Object Pose from a Single RGB Image. Expressivity in TTS from Semantics and Pragmatics. Predictive Process Mo …
Paper Group ANR 969

Paper Group ANR 969

October 17, 2019

Probabilistic design of a molybdenum-base alloy using a neural network. Out-distribution training confers robustness to deep neural networks. Resampling Forgery Detection Using Deep Learning and A-Contrario Analysis. Temporal and volumetric denoising via quantile sparse image prior. Highly accurate model for prediction of lung nodule malignancy wit …
Paper Group ANR 970

Paper Group ANR 970

October 17, 2019

Detecting Hate Speech and Offensive Language on Twitter using Machine Learning: An N-gram and TFIDF based Approach. An Imprecise Probabilistic Estimator for the Transition Rate Matrix of a Continuous-Time Markov Chain. Adapting End-to-End Neural Speaker Verification to New Languages and Recording Conditions with Adversarial Training. Adversarial Tr …
Paper Group ANR 971

Paper Group ANR 971

October 17, 2019

3D Registration of Curves and Surfaces using Local Differential Information. A Holistic Visual Place Recognition Approach using Lightweight CNNs for Significant ViewPoint and Appearance Changes. Deep Compression of Sum-Product Networks on Tensor Networks. On the Perceptron’s Compression. Adaptive Stress Testing: Finding Failure Events with Reinforc …
Paper Group ANR 972

Paper Group ANR 972

October 17, 2019

Exclusive Independent Probability Estimation using Deep 3D Fully Convolutional DenseNets: Application to IsoIntense Infant Brain MRI Segmentation. Deep Learning Super-Resolution Enables Rapid Simultaneous Morphological and Quantitative Magnetic Resonance Imaging. Seq2Slate: Re-ranking and Slate Optimization with RNNs. Large Scale Clustering with Va …
Paper Group ANR 1000

Paper Group ANR 1000

October 16, 2019

3D-LaneNet: End-to-End 3D Multiple Lane Detection. WEST: Word Encoded Sequence Transducers. Replay spoofing detection system for automatic speaker verification using multi-task learning of noise classes. Rejoinder for “Probabilistic Integration: A Role in Statistical Computation?". SEGA: Variance Reduction via Gradient Sketching. Labeling Panoramas …
Paper Group ANR 1001

Paper Group ANR 1001

October 16, 2019

Smart energy management as a means towards improved energy efficiency. Bounded Rational Decision-Making with Adaptive Neural Network Priors. Deep Neural Network Based Subspace Learning of Robotic Manipulator Workspace Mapping. Locating the boundaries of Pareto fronts: A Many-Objective Evolutionary Algorithm Based on Corner Solution Search. Molecula …
Paper Group ANR 1002

Paper Group ANR 1002

October 16, 2019

Predicting Blood Glucose with an LSTM and Bi-LSTM Based Deep Neural Network. Cosmic String Detection with Tree-Based Machine Learning. Dynamic Filtering with Large Sampling Field for ConvNets. Linear solution to the minimal absolute pose rolling shutter problem. Transformation on Computer-Generated Facial Image to Avoid Detection by Spoofing Detect …
Paper Group ANR 1003

Paper Group ANR 1003

October 16, 2019

Uncertainty Sampling is Preconditioned Stochastic Gradient Descent on Zero-One Loss. Toward Extractive Summarization of Online Forum Discussions via Hierarchical Attention Networks. Information Maximizing Exploration with a Latent Dynamics Model. Deep Adaptive Learning for Writer Identification based on Single Handwritten Word Images. Fine-tuning t …
Paper Group ANR 1004

Paper Group ANR 1004

October 16, 2019

CoupleNet: Paying Attention to Couples with Coupled Attention for Relationship Recommendation. Efficient Fastest-Path Computations in Road Maps. Genesis of Basic and Multi-Layer Echo State Network Recurrent Autoencoders for Efficient Data Representations. Fast Training Algorithms for Deep Convolutional Fuzzy Systems with Application to Stock Index …
Paper Group ANR 1005

Paper Group ANR 1005

October 16, 2019

Dissecting Person Re-identification from the Viewpoint of Viewpoint. Learning to Share and Hide Intentions using Information Regularization. Predicting Visual Context for Unsupervised Event Segmentation in Continuous Photo-streams. Measurement of exceptional motion in VR video contents for VR sickness assessment using deep convolutional autoencoder …
Paper Group ANR 1006

Paper Group ANR 1006

October 16, 2019

Text Extraction and Retrieval from Smartphone Screenshots: Building a Repository for Life in Media. On the Sublinear Convergence of Randomly Perturbed Alternating Gradient Descent to Second Order Stationary Solutions. Emergence of Addictive Behaviors in Reinforcement Learning Agents. Your Actions or Your Associates? Predicting Certification and Dro …
Paper Group ANR 1007

Paper Group ANR 1007

October 16, 2019

Improving Breast Cancer Detection using Symmetry Information with Deep Learning. Beyond Structural Causal Models: Causal Constraints Models. Score Permutation Based Finite Sample Inference for Generalized AutoRegressive Conditional Heteroskedasticity (GARCH) Models. 3D Topology Optimization using Convolutional Neural Networks. 3D Global Convolution …
Paper Group ANR 1008

Paper Group ANR 1008

October 16, 2019

Deep Dialog Act Recognition using Multiple Token, Segment, and Context Information Representations. AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks. Unified recurrent neural network for many feature types. Opinion Spam Recognition Method for Online Reviews using Ontological Features. Multi-task Learning for Universal Sent …
Paper Group ANR 1009

Paper Group ANR 1009

October 16, 2019

A novel extension of Generalized Low-Rank Approximation of Matrices based on multiple-pairs of transformations. Sentiment Analysis of Code-Mixed Indian Languages: An Overview of SAIL_Code-Mixed Shared Task @ICON-2017. Reservoir Computing Hardware with Cellular Automata. Visual Attention Network for Low Dose CT. HONE: Higher-Order Network Embeddings …
Paper Group ANR 1010

Paper Group ANR 1010

October 16, 2019

Real-time Road Traffic Information Detection Through Social Media. Examining the Tip of the Iceberg: A Data Set for Idiom Translation. Understanding the Importance of Single Directions via Representative Substitution. Migrating Knowledge between Physical Scenarios based on Artificial Neural Networks. Automatic Language Identification for Romance La …
Paper Group ANR 1011

Paper Group ANR 1011

October 16, 2019

A Virtual Testbed for Critical Incident Investigation with Autonomous Remote Aerial Vehicle Surveying, Artificial Intelligence, and Decision Support. Noise Flooding for Detecting Audio Adversarial Examples Against Automatic Speech Recognition. Graph-based Deep-Tree Recursive Neural Network (DTRNN) for Text Classification. Visual Psychophysics for M …
Paper Group ANR 1012

Paper Group ANR 1012

October 16, 2019

Towards a Question Answering System over the Semantic Web. A Pipeline for Creative Visual Storytelling. 2-gram-based Phonetic Feature Generation for Convolutional Neural Network in Assessment of Trademark Similarity. Nearly Optimal Dynamic $k$-Means Clustering for High-Dimensional Data. New Hybrid Neuro-Evolutionary Algorithms for Renewable Energy …
Paper Group ANR 1013

Paper Group ANR 1013

October 16, 2019

A Comprehensive Survey of Deep Learning for Image Captioning. Understanding and Improving Recurrent Networks for Human Activity Recognition by Continuous Attention. Arianna+: Scalable Human Activity Recognition by Reasoning with a Network of Ontologies. Linear Span Network for Object Skeleton Detection. State-space analysis of an Ising model reveal …
Paper Group ANR 1014

Paper Group ANR 1014

October 16, 2019

MX-LSTM: mixing tracklets and vislets to jointly forecast trajectories and head poses. Human Activity Recognition in RGB-D Videos by Dynamic Images. Online Cyber-Attack Detection in Smart Grid: A Reinforcement Learning Approach. On Convergence of Moments for Approximating Processes and Applications to Surrogate Models. Who Killed Albert Einstein? F …
Paper Group ANR 1015

Paper Group ANR 1015

October 16, 2019

Deep Meta-Learning: Learning to Learn in the Concept Space. Loss Aversion in Recommender Systems: Utilizing Negative User Preference to Improve Recommendation Quality. On the Effectiveness of System API-Related Information for Android Ransomware Detection. Exploiting Effective Representations for Chinese Sentiment Analysis Using a Multi-Channel Con …
Paper Group ANR 1016

Paper Group ANR 1016

October 16, 2019

Improved Breast Mass Segmentation in Mammograms with Conditional Residual U-net. Chest X-ray Inpainting with Deep Generative Models. Supporting Very Large Models using Automatic Dataflow Graph Partitioning. Bayesian Inference of Self-intention Attributed by Observer. Sets of autoencoders with shared latent spaces. Generating Diverse and Accurate Vi …