[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 525
July 27, 2019

Paper Group ANR 525

Bundle Optimization for Multi-aspect Embedding. Convolutional Neural Pyramid for Image Processing. Calculating Probabilities Simplifies Word Learning. Optimal and Learning Control for Autonomous Robots. Distributed Kernel K-Means for Large Scale Clustering. Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evo …

Paper Group ANR 526

Paper Group ANR 526

July 27, 2019

An Iterative BP-CNN Architecture for Channel Decoding. Towards the Use of Deep Reinforcement Learning with Global Policy For Query-based Extractive Summarisation. The Stixel world: A medium-level representation of traffic scenes. Interpretation of Semantic Tweet Representations. Consistent Multitask Learning with Nonlinear Output Relations. A rando …
Paper Group ANR 527

Paper Group ANR 527

July 27, 2019

Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning. Calculating Semantic Similarity between Academic Articles using Topic Event and Ontology. Finding Bottlenecks: Predicting Student Attrition with Unsupervised Classifier. An automatic deep learning approach for coronary artery calcium segmentat …
Paper Group ANR 528

Paper Group ANR 528

July 27, 2019

Discriminative Optimization: Theory and Applications to Computer Vision Problems. Interaction Information for Causal Inference: The Case of Directed Triangle. Phonological (un)certainty weights lexical activation. Anomaly Detection by Robust Statistics. Local Activity-tuned Image Filtering for Noise Removal and Image Smoothing. Using Transfer Learn …
Paper Group ANR 529

Paper Group ANR 529

July 27, 2019

Gaussian Processes with Context-Supported Priors for Active Object Localization. Collaborative Deep Reinforcement Learning for Joint Object Search. Large-scale Feature Selection of Risk Genetic Factors for Alzheimer’s Disease via Distributed Group Lasso Regression. RaspiReader: An Open Source Fingerprint Reader Facilitating Spoof Detection. Non-Con …
Paper Group ANR 530

Paper Group ANR 530

July 27, 2019

Butterfly Effect: Bidirectional Control of Classification Performance by Small Additive Perturbation. Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning. An Analysis of 1-to-First Matching in Iris Recognition. Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural Networks. Character Distributions of …
Paper Group ANR 531

Paper Group ANR 531

July 27, 2019

A Comprehensive Survey on Bengali Phoneme Recognition. Imitation from Observation: Learning to Imitate Behaviors from Raw Video via Context Translation. Simplified Long Short-term Memory Recurrent Neural Networks: part III. Fingerprint Orientation Refinement through Iterative Smoothing. Converting Cascade-Correlation Neural Nets into Probabilistic …
Paper Group ANR 532

Paper Group ANR 532

July 27, 2019

XES Tensorflow - Process Prediction using the Tensorflow Deep-Learning Framework. Introduction to Nonnegative Matrix Factorization. Ontology based Scene Creation for the Development of Automated Vehicles. Poverty Prediction with Public Landsat 7 Satellite Imagery and Machine Learning. Applying advanced machine learning models to classify electro-ph …
Paper Group ANR 533

Paper Group ANR 533

July 27, 2019

Robust Image Registration via Empirical Mode Decomposition. Independence, Conditionality and Structure of Dempster-Shafer Belief Functions. A Type II Fuzzy Entropy Based Multi-Level Image Thresholding Using Adaptive Plant Propagation Algorithm. Stochastic Bandit Models for Delayed Conversions. Real-time Distracted Driver Posture Classification. Inc …
Paper Group ANR 534

Paper Group ANR 534

July 27, 2019

Language Modeling for Code-Switched Data: Challenges and Approaches. Robust Sonar ATR Through Bayesian Pose Corrected Sparse Classification. Toward Multi-Diversified Ensemble Clustering of High-Dimensional Data: From Subspaces to Metrics and Beyond. Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank. Bayesian A …
Paper Group ANR 535

Paper Group ANR 535

July 27, 2019

Learning Invariant Riemannian Geometric Representations Using Deep Nets. Distributed Constraint Problems for Utilitarian Agents with Privacy Concerns, Recast as POMDPs. Towards CT-quality Ultrasound Imaging using Deep Learning. A relevance-scalability-interpretability tradeoff with temporally evolving user personas. Deep Learning Microscopy. Multi- …
Paper Group ANR 536

Paper Group ANR 536

July 27, 2019

A Parallel Best-Response Algorithm with Exact Line Search for Nonconvex Sparsity-Regularized Rank Minimization. Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations. False arrhythmia alarm reduction in the intensive care unit. Developing a concept-level knowledge base for sen …
Paper Group ANR 537

Paper Group ANR 537

July 27, 2019

Learning Low-shot facial representations via 2D warping. Unsupervised Creation of Parameterized Avatars. A Comparison of Directional Distances for Hand Pose Estimation. Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation. A Stochastic Trust Region Algorithm Based on Careful Step Normalization. Machine-Learning …
Paper Group ANR 538

Paper Group ANR 538

July 27, 2019

Leveraging Deep Neural Network Activation Entropy to cope with Unseen Data in Speech Recognition. Three-dimensional planar model estimation using multi-constraint knowledge based on k-means and RANSAC. Efficient and Invariant Convolutional Neural Networks for Dense Prediction. Between Homomorphic Signal Processing and Deep Neural Networks: Construc …
Paper Group ANR 539

Paper Group ANR 539

July 27, 2019

Experimental Analysis of Design Elements of Scalarizing Functions-based Multiobjective Evolutionary Algorithms. Phylogenetic Convolutional Neural Networks in Metagenomics. Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images. Bayesian Compressive Sensing Using Normal Product Priors. Multitask training with unlabele …
Paper Group ANR 540

Paper Group ANR 540

July 27, 2019

Coresets for Dependency Networks. Sum-Product Networks for Hybrid Domains. Learning to Fly by Crashing. Jaccard analysis and LASSO-based feature selection for location fingerprinting with limited computational complexity. Facial Dynamics Interpreter Network: What are the Important Relations between Local Dynamics for Facial Trait Estimation?. Struc …
Paper Group ANR 541

Paper Group ANR 541

July 27, 2019

PixelNN: Example-based Image Synthesis. Efficient Online Linear Optimization with Approximation Algorithms. Cooperative Hierarchical Dirichlet Processes: Superposition vs. Maximization. Modeling Events as Machines. Identifying Consistent Statements about Numerical Data with Dispersion-Corrected Subgroup Discovery. DeepAPT: Nation-State APT Attribut …
Paper Group ANR 542

Paper Group ANR 542

July 27, 2019

Backpropagation generalized for output derivatives. A Computational Model of Afterimages based on Simultaneous and Successive Contrasts. Erratum: Link prediction in drug-target interactions network using similarity indices. An Effective Training Method For Deep Convolutional Neural Network. Improving Multilingual Named Entity Recognition with Wikip …
Paper Group ANR 543

Paper Group ANR 543

July 27, 2019

Massive Open Online Courses Temporal Profiling for Dropout Prediction. Mining Process Model Descriptions of Daily Life through Event Abstraction. Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention. Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation. Scalable Recollections for Continual Lifelong Lea …
Paper Group ANR 544

Paper Group ANR 544

July 27, 2019

Addressing Expensive Multi-objective Games with Postponed Preference Articulation via Memetic Co-evolution. Robustness, Evolvability and Phenotypic Complexity: Insights from Evolving Digital Circuits. Emotion Recognition by Body Movement Representation on the Manifold of Symmetric Positive Definite Matrices. Assessing User Expertise in Spoken Dialo …
Paper Group ANR 545

Paper Group ANR 545

July 27, 2019

Neural Class-Specific Regression for face verification. Geo-referencing Place from Everyday Natural Language Descriptions. Detecting Intentional Lexical Ambiguity in English Puns. A Two-Phase Genetic Algorithm for Image Registration. Artificial Intelligence Based Malware Analysis. Dynamic Partition Models. Reinforcement Learning Based Argument Comp …
Paper Group ANR 546

Paper Group ANR 546

July 27, 2019

A Comparative Analysis of Social Network Pages by Interests of Their Followers. High-Dimensional Regression with Binary Coefficients. Estimating Squared Error and a Phase Transition. The High-Dimensional Geometry of Binary Neural Networks. Random Forest Missing Data Algorithms. Pose2Instance: Harnessing Keypoints for Person Instance Segmentation. D …
Paper Group ANR 547

Paper Group ANR 547

July 27, 2019

Learning Rates for Kernel-Based Expectile Regression. Freeway Merging in Congested Traffic based on Multipolicy Decision Making with Passive Actor Critic. Multi-Speaker Localization Using Convolutional Neural Network Trained with Noise. Efficient Algorithms for Searching the Minimum Information Partition in Integrated Information Theory. Saliency G …
Paper Group ANR 548

Paper Group ANR 548

July 27, 2019

An Automatic Solver for Very Large Jigsaw Puzzles Using Genetic Algorithms. Class-specific image denoising using importance sampling. Scalable synthesis of safety certificates from data with application to learning-based control. Attentive Recurrent Comparators. Causal Consistency of Structural Equation Models. Action-Attending Graphic Neural Netwo …
Paper Group ANR 549

Paper Group ANR 549

July 27, 2019

BT-Nets: Simplifying Deep Neural Networks via Block Term Decomposition. Triaging Content Severity in Online Mental Health Forums. Predicting Native Language from Gaze. Sequence-based Multimodal Apprenticeship Learning For Robot Perception and Decision Making. Topic Compositional Neural Language Model. Modelling Preference Data with the Wallenius Di …
Paper Group ANR 550

Paper Group ANR 550

July 27, 2019

Proceedings of the First International Workshop on Deep Learning and Music. A Trolling Hierarchy in Social Media and A Conditional Random Field For Trolling Detection. The Candidate Multi-Cut for Cell Segmentation. Who wins the Miss Contest for Imputation Methods? Our Vote for Miss BooPF. Multi-Path Region-Based Convolutional Neural Network for Acc …
Paper Group ANR 551

Paper Group ANR 551

July 27, 2019

Memory-augmented Chinese-Uyghur Neural Machine Translation. An Epistemic Foundation for Authentication Logics (Extended Abstract). Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks. SamBaTen: Sampling-based Batch Incremental Tensor Decomposition. Automated Low-cost Terrestrial Laser Scanner for Measuring Diamet …
Paper Group ANR 552

Paper Group ANR 552

July 27, 2019

Multi-Stage Feature Selection Based Intelligent Classifier for Classification of Incipient Stage Fire in Building. Detecting the Moment of Completion: Temporal Models for Localising Action Completion. Counterfactual Causality from First Principles?. Picasso, Matisse, or a Fake? Automated Analysis of Drawings at the Stroke Level for Attribution and …