[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 100
October 20, 2019

Paper Group ANR 100

Efficient Large-Scale Domain Classification with Personalized Attention. Training and Prediction Data Discrepancies: Challenges of Text Classification with Noisy, Historical Data. Characterizing and Avoiding Negative Transfer. Analysis of Noisy Evolutionary Optimization When Sampling Fails. Right for the Right Reason: Training Agnostic Networks. As …

Paper Group ANR 101

Paper Group ANR 101

October 20, 2019

DeepPET: A deep encoder-decoder network for directly solving the PET reconstruction inverse problem. Automatic Speech Recognition for Humanitarian Applications in Somali. Deep Neural Network Aided Scenario Identification in Wireless Multi-path Fading Channels. Simple and Fast Algorithms for Interactive Machine Learning with Random Counter-examples. …
Paper Group ANR 102

Paper Group ANR 102

October 20, 2019

Algorithmic Bio-surveillance For Precise Spatio-temporal Prediction of Zoonotic Emergence. Fast Semantic Segmentation on Video Using Block Motion-Based Feature Interpolation. Exploiting deep residual networks for human action recognition from skeletal data. ScaffoldNet: Detecting and Classifying Biomedical Polymer-Based Scaffolds via a Convolutiona …
Paper Group ANR 103

Paper Group ANR 103

October 20, 2019

Exploring Connections Between Active Learning and Model Extraction. Focusing on the Big Picture: Insights into a Systems Approach to Deep Learning for Satellite Imagery. Empirical observations of ultraslow diffusion driven by the fractional dynamics in languages: Dynamical statistical properties of word counts of already popular words. Are screenin …
Paper Group ANR 104

Paper Group ANR 104

October 20, 2019

Learning Latent Superstructures in Variational Autoencoders for Deep Multidimensional Clustering. A Fuzzy-Rough based Binary Shuffled Frog Leaping Algorithm for Feature Selection. Long-term Large-scale Mapping and Localization Using maplab. Volumetric performance capture from minimal camera viewpoints. Infill Criterion for Multimodal Model-Based Op …
Paper Group ANR 11

Paper Group ANR 11

October 20, 2019

What Is It Like Down There? Generating Dense Ground-Level Views and Image Features From Overhead Imagery Using Conditional Generative Adversarial Networks. Gradient Descent with Random Initialization: Fast Global Convergence for Nonconvex Phase Retrieval. End-to-End Race Driving with Deep Reinforcement Learning. Selection Problems in the Presence o …
Paper Group ANR 12

Paper Group ANR 12

October 20, 2019

Temporal-Spatial Mapping for Action Recognition. Towards the Design of Aerostat Wind Turbine Arrays through AI. Greedy Active Learning Algorithm for Logistic Regression Models. A novel hybrid score level and decision level fusion scheme for cancelable multi-biometric verification. Sharpen Focus: Learning with Attention Separability and Consistency. …
Paper Group ANR 13

Paper Group ANR 13

October 20, 2019

K-Nearest Oracles Borderline Dynamic Classifier Ensemble Selection. Analyzing different prototype selection techniques for dynamic classifier and ensemble selection. Mixture Martingales Revisited with Applications to Sequential Tests and Confidence Intervals. Escaping the Curse of Dimensionality in Similarity Learning: Efficient Frank-Wolfe Algorit …
Paper Group ANR 14

Paper Group ANR 14

October 20, 2019

Tractable Querying and Learning in Hybrid Domains via Sum-Product Networks. Optimal Transport Classifier: Defending Against Adversarial Attacks by Regularized Deep Embedding. Self Organizing Classifiers: First Steps in Structured Evolutionary Machine Learning. MultiBooked: A Corpus of Basque and Catalan Hotel Reviews Annotated for Aspect-level Sent …
Paper Group ANR 15

Paper Group ANR 15

October 20, 2019

Agent-Mediated Social Choice. Rank Projection Trees for Multilevel Neural Network Interpretation. Machine Learning in Official Statistics. Bayesian Semi-supervised Learning with Graph Gaussian Processes. Enrichment of OntoSenseNet: Adding a Sense-annotated Telugu lexicon. Algorithm Configuration: Learning policies for the quick termination of poor …
Paper Group ANR 16

Paper Group ANR 16

October 20, 2019

All You Need is “Love”: Evading Hate-speech Detection. Collective behavior recognition using compact descriptors. Neural-Guided Deductive Search for Real-Time Program Synthesis from Examples. Two “correlation games” for a nonlinear network with Hebbian excitatory neurons and anti-Hebbian inhibitory neurons. Examining a hate speech corpus for hate s …
Paper Group ANR 17

Paper Group ANR 17

October 20, 2019

Extraction of Behavioral Features from Smartphone and Wearable Data. REFUGE CHALLENGE 2018-Task 2:Deep Optic Disc and Cup Segmentation in Fundus Images Using U-Net and Multi-scale Feature Matching Networks. Latent Semantic Analysis Approach for Document Summarization Based on Word Embeddings. Trading the Twitter Sentiment with Reinforcement Learnin …
Paper Group ANR 18

Paper Group ANR 18

October 20, 2019

Sentence Modeling via Multiple Word Embeddings and Multi-level Comparison for Semantic Textual Similarity. Estimation and Tracking of AP-diameter of the Inferior Vena Cava in Ultrasound Images Using a Novel Active Circle Algorithm. Prediction of Autism Treatment Response from Baseline fMRI using Random Forests and Tree Bagging. Learning Sentence Em …
Paper Group ANR 19

Paper Group ANR 19

October 20, 2019

Fusarium Damaged Kernels Detection Using Transfer Learning on Deep Neural Network Architecture. Motivating the Rules of the Game for Adversarial Example Research. Adversarial vulnerability for any classifier. Representation Learning for Spatial Graphs. On Bi-Objective convex-quadratic problems. Multi-Task Learning with Incomplete Data for Healthcar …
Paper Group ANR 2

Paper Group ANR 2

October 20, 2019

Improving Matching Models with Hierarchical Contextualized Representations for Multi-turn Response Selection. Gradient Adversarial Training of Neural Networks. Understanding the Acceleration Phenomenon via High-Resolution Differential Equations. Online Cluster Validity Indices for Streaming Data. ATM:Adversarial-neural Topic Model. Variational Baye …
Paper Group ANR 20

Paper Group ANR 20

October 20, 2019

Optimization of a SSP’s Header Bidding Strategy using Thompson Sampling. Backplay: “Man muss immer umkehren”. Smart Novel Computer-based Analytical Tool for Image Forgery Authentication. Synchronisation of Partial Multi-Matchings via Non-negative Factorisations. Matching Natural Language Sentences with Hierarchical Sentence Factorization. Unsupervi …
Paper Group ANR 21

Paper Group ANR 21

October 20, 2019

Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models. Fully Convolutional Model for Variable Bit Length and Lossy High Density Compression of Mammograms. A Canonical Image Set for Examining and Comparing Image Processing Algorithms. Exploring Adversarial Examples: Patterns of One-Pixel Attacks. …
Paper Group ANR 22

Paper Group ANR 22

October 20, 2019

Gradient-based Representational Similarity Analysis with Searchlight for Analyzing fMRI Data. Coordinate-based Texture Inpainting for Pose-Guided Image Generation. A post-processing method to improve the white matter hyperintensity segmentation accuracy for randomly-initialized U-net. From Face Recognition to Models of Identity: A Bayesian Approach …
Paper Group ANR 23

Paper Group ANR 23

October 20, 2019

The decoupled extended Kalman filter for dynamic exponential-family factorization models. Learning for Single-Shot Confidence Calibration in Deep Neural Networks through Stochastic Inferences. OCT segmentation: Integrating open parametric contour model of the retinal layers and shape constraint to the Mumford-Shah functional. Data-driven Upsampling …
Paper Group ANR 24

Paper Group ANR 24

October 20, 2019

SyncGAN: Synchronize the Latent Space of Cross-modal Generative Adversarial Networks. SLIC Based Digital Image Enlargement. Title-Guided Encoding for Keyphrase Generation. Neural-Augmented Static Analysis of Android Communication. Image contrast enhancement using fuzzy logic. Variational Approximation Error in Bayesian Non-negative Matrix Factoriza …
Paper Group ANR 25

Paper Group ANR 25

October 20, 2019

Search-Guided, Lightly-supervised Training of Structured Prediction Energy Networks. Near-Optimal Coresets of Kernel Density Estimates. Prioritized Multi-View Stereo Depth Map Generation Using Confidence Prediction. Context-Aware Synthesis and Placement of Object Instances. Adversarial Examples in Remote Sensing. Hyper-Hue and EMAP on Hyperspectral …
Paper Group ANR 26

Paper Group ANR 26

October 20, 2019

On the Conditional Logic of Simulation Models. Multimodal Sentiment Analysis: Addressing Key Issues and Setting up the Baselines. A CADe System for Gliomas in Brain MRI using Convolutional Neural Networks. AxTrain: Hardware-Oriented Neural Network Training for Approximate Inference. Intertwiners between Induced Representations (with Applications to …
Paper Group ANR 27

Paper Group ANR 27

October 20, 2019

Weighted AdaGrad with Unified Momentum. An Intelligent Extraversion Analysis Scheme from Crowd Trajectories for Surveillance. Task-Driven Super Resolution: Object Detection in Low-resolution Images. Clustering-based Anomaly Detection for microservices. Fusion of hyperspectral and ground penetrating radar to estimate soil moisture. Equivalence of ap …
Paper Group ANR 28

Paper Group ANR 28

October 20, 2019

Photorealistic Image Reconstruction from Hybrid Intensity and Event based Sensor. Sharp Analysis of Learning with Discrete Losses. Algebraic Expression of Subjective Spatial and Temporal Patterns. The Enemy Among Us: Detecting Hate Speech with Threats Based ‘Othering’ Language Embeddings. Advanced Methods for the Optical Quality Assurance of Silico …
Paper Group ANR 29

Paper Group ANR 29

October 20, 2019

CNN based Multi-Instance Multi-Task Learning for Syndrome Differentiation of Diabetic Patients. Low-Cost Recurrent Neural Network Expected Performance Evaluation. When logic lays down the law. Linear-Time Constituency Parsing with RNNs and Dynamic Programming. Iris Recognition with a Database of Iris Images Obtained in Visible Light Using Smartphon …
Paper Group ANR 3

Paper Group ANR 3

October 20, 2019

Convergence of Gradient Descent on Separable Data. Event-based Moving Object Detection and Tracking. Neuroscientific User Models: The Source of Uncertain User Feedback and Potentials for Improving Web Personalisation. Attaining human-level performance with atlas location autocontext for anatomical landmark detection in 3D CT data. Robust Nonparamet …
Paper Group ANR 30

Paper Group ANR 30

October 20, 2019

Robust Text Classifier on Test-Time Budgets. Multi-modality Sensor Data Classification with Selective Attention. Newton Methods for Convolutional Neural Networks. EML-NET:An Expandable Multi-Layer NETwork for Saliency Prediction. Fully Convolutional Adaptation Networks for Semantic Segmentation. Multi-Label Learning from Medical Plain Text with Con …
Paper Group ANR 31

Paper Group ANR 31

October 20, 2019

Ensemble learning with Conformal Predictors: Targeting credible predictions of conversion from Mild Cognitive Impairment to Alzheimer’s Disease. Development and Validation of a Deep Learning Algorithm for Improving Gleason Scoring of Prostate Cancer. Actigraphy-based Sleep/Wake Pattern Detection using Convolutional Neural Networks. Bounding the Err …