[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1061
January 28, 2020

Paper Group ANR 1061

Regression via Arbitrary Quantile Modeling. Supervised Anomaly Detection based on Deep Autoregressive Density Estimators. Anatomically-Informed Data Augmentation for functional MRI with Applications to Deep Learning. Oxford Handbook on AI Ethics Book Chapter on Race and Gender. Low-rank matrix recovery with composite optimization: good conditioning …

Paper Group ANR 1062

Paper Group ANR 1062

January 28, 2020

Conversational implicatures in English dialogue: Annotated dataset. Benchmarking Adversarial Robustness. Using Natural Language for Reward Shaping in Reinforcement Learning. Quantitative Logic Reasoning. Risk-Sensitive Compact Decision Trees for Autonomous Execution in Presence of Simulated Market Response. Value of Information in Probabilistic Log …
Paper Group ANR 1063

Paper Group ANR 1063

January 28, 2020

Random CapsNet Forest Model for Imbalanced Malware Type Classification Task. Towards automatic construction of multi-network models for heterogeneous multi-task learning. Sensor Fusion using Backward Shortcut Connections for Sleep Apnea Detection in Multi-Modal Data. Reinforcement Learning with Dynamic Boltzmann Softmax Updates. A Geometric Approac …
Paper Group ANR 1064

Paper Group ANR 1064

January 28, 2020

A Note on Bounding Regret of the C$^2$UCB Contextual Combinatorial Bandit. Approximate Sampling using an Accelerated Metropolis-Hastings based on Bayesian Optimization and Gaussian Processes. Distributionally Robust Optimization with Correlated Data from Vector Autoregressive Processes. RATQ: A Universal Fixed-Length Quantizer for Stochastic Optimi …
Paper Group ANR 1065

Paper Group ANR 1065

January 28, 2020

Transfer-Learning Oriented Class Imbalance Learning for Cross-Project Defect Prediction. Argument Component Classification for Classroom Discussions. Deep Learning for Fine-Grained Image Analysis: A Survey. Stock Price Forecasting and Hypothesis Testing Using Neural Networks. Equipping Experts/Bandits with Long-term Memory. Differential Privacy for …
Paper Group ANR 1066

Paper Group ANR 1066

January 28, 2020

Learning Representations by Maximizing Mutual Information in Variational Autoencoders. CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning. Cognitive Systems Approach to Smart Cities. Efforts estimation of doctors annotating medical image. Brain-Network Clustering via Kernel-ARMA Modeling and the Grassmannian. T …
Paper Group ANR 1067

Paper Group ANR 1067

January 28, 2020

Knowledge-guided Text Structuring in Clinical Trials. Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring – The Winning Solution of the 2017 International Aftershock Detection Contest. Machine Truth Serum. Bayesian Modelling in Practice: Using Uncertainty to Improve Trustworthiness in Medical Applications. High-Resolutio …
Paper Group ANR 770

Paper Group ANR 770

January 28, 2020

Global Fitting of the Response Surface via Estimating Multiple Contours of a Simulator. Visualizing High Dimensional Dynamical Processes. Deep Learning Approach on Information Diffusion in Heterogeneous Networks. A Convolutional Forward and Back-Projection Model for Fan-Beam Geometry. L 1-norm double backpropagation adversarial defense. Perceptuall …
Paper Group ANR 771

Paper Group ANR 771

January 28, 2020

Automatic Layout Generation with Applications in Machine Learning Engine Evaluation. OntoPlot: A Novel Visualisation for Non-hierarchical Associations in Large Ontologies. A Neural Network Architecture for Learning Word-Referent Associations in Multiple Contexts. Learning from Multi-User Activity Trails for B2B Ad Targeting. Property Invariant Embe …
Paper Group ANR 772

Paper Group ANR 772

January 28, 2020

Biases for Emergent Communication in Multi-agent Reinforcement Learning. LOGAN: Unpaired Shape Transform in Latent Overcomplete Space. Adversarial Attacks on Spoofing Countermeasures of automatic speaker verification. Human detection of machine manipulated media. Self-Adaptive Soft Voice Activity Detection using Deep Neural Networks for Robust Spea …
Paper Group ANR 773

Paper Group ANR 773

January 28, 2020

Proving the NP-completeness of optimal moral graph triangulation. Supervised Online Hashing via Similarity Distribution Learning. TensorDIMM: A Practical Near-Memory Processing Architecture for Embeddings and Tensor Operations in Deep Learning. A Compared Study Between Some Subspace Based Algorithms. Distributionally Robust Removal of Malicious Nod …
Paper Group ANR 774

Paper Group ANR 774

January 28, 2020

Evolving Indoor Navigational Strategies Using Gated Recurrent Units In NEAT. Detecting Everyday Scenarios in Narrative Texts. Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network. Connecting and Comparing Language Model Interpolation Techniques. Translating neural signals to text using a Brain-Machine Interface. Infinit …
Paper Group ANR 775

Paper Group ANR 775

January 28, 2020

CompenNet++: End-to-end Full Projector Compensation. Black-box constructions for exchangeable sequences of random multisets. HapPenIng: Happen, Predict, Infer – Event Series Completion in a Knowledge Graph. NeuPDE: Neural Network Based Ordinary and Partial Differential Equations for Modeling Time-Dependent Data. PRNet: Self-Supervised Learning for …
Paper Group ANR 776

Paper Group ANR 776

January 28, 2020

Cortical-inspired Wilson-Cowan-type equations for orientation-dependent contrast perception modelling. Lower bounds for testing graphical models: colorings and antiferromagnetic Ising models. Compacting, Picking and Growing for Unforgetting Continual Learning. Intelligent Solution System towards Parts Logistics Optimization. An Ensemble SVM-based A …
Paper Group ANR 777

Paper Group ANR 777

January 28, 2020

Distributed Maximization of Submodular plus Diversity Functions for Multi-label Feature Selection on Huge Datasets. Seizure Detection using Least EEG Channels by Deep Convolutional Neural Network. Reinforcement Learning with Fairness Constraints for Resource Distribution in Human-Robot Teams. Approximate Dynamic Programming For Linear Systems with …
Paper Group ANR 778

Paper Group ANR 778

January 28, 2020

An End-to-End Network for Generating Social Relationship Graphs. Generative Graph Convolutional Network for Growing Graphs. c-TextGen: Conditional Text Generation for Harmonious Human-Machine Interaction. TransSent: Towards Generation of Structured Sentences with Discourse Marker. AppsPred: Predicting Context-Aware Smartphone Apps using Random Fore …
Paper Group ANR 779

Paper Group ANR 779

January 28, 2020

Blind Motion Deblurring with Cycle Generative Adversarial Networks. Variational approach to unsupervised learning. A Collaborative Approach using Ridge-Valley Minutiae for More Accurate Contactless Fingerprint Identification. Making a Case for Social Media Corpus for Detecting Depression. Rapid Learning or Feature Reuse? Towards Understanding the E …
Paper Group ANR 780

Paper Group ANR 780

January 28, 2020

Real-Time Object Detection and Localization in Compressive Sensed Video on Embedded Hardware. Logical reduction of metarules. Forward-backward-forward methods with variance reduction for stochastic variational inequalities. Multi-Span Acoustic Modelling using Raw Waveform Signals. Human Gait Database for Normal Walk Collected by Smart Phone Acceler …
Paper Group ANR 781

Paper Group ANR 781

January 28, 2020

Bayesian Network Based Label Correlation Analysis For Multi-label Classifier Chain. An Automatic Digital Terrain Generation Technique for Terrestrial Sensing and Virtual Reality Applications. Modelling Dynamic Interactions between Relevance Dimensions. Cognitive Model Priors for Predicting Human Decisions. Unremarkable AI: Fitting Intelligent Decis …
Paper Group ANR 782

Paper Group ANR 782

January 28, 2020

Boundless: Generative Adversarial Networks for Image Extension. Respect Your Emotion: Human-Multi-Robot Teaming based on Regret Decision Model. Sparsity Constrained Distributed Unmixing of Hyperspectral Data. Faster Unsupervised Semantic Inpainting: A GAN Based Approach. Density-Aware Convolutional Networks with Context Encoding for Airborne LiDAR …
Paper Group ANR 783

Paper Group ANR 783

January 28, 2020

Deep Adversarial Belief Networks. Data Augmentation for Deep Learning-based Radio Modulation Classification. Agent Modeling as Auxiliary Task for Deep Reinforcement Learning. Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT. Explaining Sequence-Level Knowledge Distillation as Data-Augmentation for Neural Machine Translation. Wideni …
Paper Group ANR 784

Paper Group ANR 784

January 28, 2020

Learning to Request Guidance in Emergent Communication. Machine Learning and Big Scientific Data. Fluxonic Processing of Photonic Synapse Events. SPMF: A Social Trust and Preference Segmentation-based Matrix Factorization Recommendation Algorithm. Rotation-invariant shipwreck recognition with forward-looking sonar. Inferring Javascript types using …
Paper Group ANR 785

Paper Group ANR 785

January 28, 2020

Learn-able parameter guided Activation Functions. An ADMM Based Framework for AutoML Pipeline Configuration. On Symmetry and Initialization for Neural Networks. Novel tracking approach based on fully-unsupervised disentanglement of the geometrical factors of variation. Benchmark and Survey of Automated Machine Learning Frameworks. Predicting e-comm …
Paper Group ANR 786

Paper Group ANR 786

January 28, 2020

Replacing the do-calculus with Bayes rule. Joint group and residual sparse coding for image compressive sensing. Design Space Exploration of Hardware Spiking Neurons for Embedded Artificial Intelligence. Multi-Resolution Weak Supervision for Sequential Data. Galaxy classification: A machine learning analysis of GAMA catalogue data. STEERAGE: Synthe …
Paper Group ANR 787

Paper Group ANR 787

January 28, 2020

On Generalization Error Bounds of Noisy Gradient Methods for Non-Convex Learning. Ordinal Monte Carlo Tree Search. Improved Variational Neural Machine Translation by Promoting Mutual Information. Representing Formal Languages: A Comparison Between Finite Automata and Recurrent Neural Networks. Replication-based emulation of the response distributio …
Paper Group ANR 788

Paper Group ANR 788

January 28, 2020

Learning to Infer User Interface Attributes from Images. VITAL: A Visual Interpretation on Text with Adversarial Learning for Image Labeling. FontGAN: A Unified Generative Framework for Chinese Character Stylization and De-stylization. A New Framework for Query Efficient Active Imitation Learning. Towards Shape Biased Unsupervised Representation Le …
Paper Group ANR 789

Paper Group ANR 789

January 28, 2020

Fast Point R-CNN. Encoding Musical Style with Transformer Autoencoders. Pathological spectra of the Fisher information metric and its variants in deep neural networks. Forecasting Transformative AI: An Expert Survey. Regression Equilibrium. MiSC: Mixed Strategies Crowdsourcing. Effects of Illumination on the Categorization of Shiny Materials. Towar …
Paper Group ANR 790

Paper Group ANR 790

January 28, 2020

Gauge theory and twins paradox of disentangled representations. Deep Griffin-Lim Iteration. Trust-Region Variational Inference with Gaussian Mixture Models. Proceedings of AAAI 2019 Workshop on Network Interpretability for Deep Learning. Deep Robotic Prediction with hierarchical RGB-D Fusion. Supervised Learning of the Next-Best-View for 3D Object …