[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 495
January 29, 2020

Paper Group ANR 495

A framework for streamlined statistical prediction using topic models. Multi-Scale Learned Iterative Reconstruction. Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks. AI Enabling Technologies: A Survey. Predicting retrosynthetic pathways using a combined linguistic model and hyper-graph exploration strateg …

Paper Group ANR 496

Paper Group ANR 496

January 29, 2020

Reproducing kernel Hilbert spaces on manifolds: Sobolev and Diffusion spaces. Principal Component Properties of Adversarial Samples. Atrial Fibrillation Detection Using Deep Features and Convolutional Networks. Causal Belief Decomposition for Planning with Sensing: Completeness Results and Practical Approximation. Observe Before Play: Multi-armed B …
Paper Group ANR 497

Paper Group ANR 497

January 29, 2020

Truth Discovery via Proxy Voting. Trimmed Constrained Mixed Effects Models: Formulations and Algorithms. NNE: A Dataset for Nested Named Entity Recognition in English Newswire. Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems. Minimal model of permutation symmetry in unsupervised learning. …
Paper Group ANR 498

Paper Group ANR 498

January 29, 2020

Online Subspace Tracking for Damage Propagation Modeling and Predictive Analytics: Big Data Perspective. SCR-Apriori for Mining `Sets of Contrasting Rules’. Visual-Relation Conscious Image Generation from Structured-Text. An Algorithmic Equity Toolkit for Technology Audits by Community Advocates and Activists. Weakly Supervised Attention Networks f …
Paper Group ANR 499

Paper Group ANR 499

January 29, 2020

The effect of scene context on weakly supervised semantic segmentation. Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives. Suspicion-Free Adversarial Attacks on Clustering Algorithms. Semantic Hypergraphs. Investigating the Effect of Attributes on User Trust in Social Media. An Analysis of Att …
Paper Group ANR 500

Paper Group ANR 500

January 29, 2020

Forecasting the Success of Television Series using Machine Learning. Android Botnet Detection using Convolutional Neural Networks. Projecting “better than randomly”: How to reduce the dimensionality of very large datasets in a way that outperforms random projections. Constructing the F-Graph with a Symmetric Constraint for Subspace Clustering. Arch …
Paper Group ANR 501

Paper Group ANR 501

January 29, 2020

Generative Counterfactual Introspection for Explainable Deep Learning. Hedging the Drift: Learning to Optimize under Non-Stationarity. TWEETQA: A Social Media Focused Question Answering Dataset. Optimization of Project Scheduling Activities in Dynamic CPM and PERT Networks Using Genetic Algorithms. An Ensemble Method for Producing Word Representati …
Paper Group ANR 502

Paper Group ANR 502

January 29, 2020

Winograd Convolution for DNNs: Beyond linear polynomials. Artificial neural networks in action for an automated cell-type classification of biological neural networks. Object Viewpoint Classification Based 3D Bounding Box Estimation for Autonomous Vehicles. Adversarial Privacy Preservation under Attribute Inference Attack. Deep Learning Techniques …
Paper Group ANR 503

Paper Group ANR 503

January 29, 2020

Jaccard Filtration and Stable Paths in the Mapper. Variable Selection with Rigorous Uncertainty Quantification using Deep Bayesian Neural Networks: Posterior Concentration and Bernstein-von Mises Phenomenon. Optical machine learning with incoherent light and a single-pixel detector. Monocular Depth Estimation with Directional Consistency by Deep Ne …
Paper Group ANR 504

Paper Group ANR 504

January 29, 2020

Unsupervised Discovery of Parts, Structure, and Dynamics. Stratum: A Serverless Framework for Lifecycle Management of Machine Learning based Data Analytics Tasks. A Multi-Domain Feature Learning Method for Visual Place Recognition. Sampling Humans for Optimizing Preferences in Coloring Artwork. INTERACTION Dataset: An INTERnational, Adversarial and …
Paper Group ANR 505

Paper Group ANR 505

January 29, 2020

Lightweight Residual Network for The Classification of Thyroid Nodules. Brain MRI Segmentation using Rule-Based Hybrid Approach. Heterogeneity-Aware Asynchronous Decentralized Training. Human-Centered Artificial Intelligence and Machine Learning. The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision. …
Paper Group ANR 506

Paper Group ANR 506

January 29, 2020

Using recurrent neural networks for nonlinear component computation in advection-dominated reduced-order models. Laplacian Matrix for Dimensionality Reduction and Clustering. Reconstructing commuters network using machine learning and urban indicators. Variational Bayes on Manifolds. Encouraging an Appropriate Representation Simplifies Training of …
Paper Group ANR 507

Paper Group ANR 507

January 29, 2020

An Attention-Based Speaker Naming Method for Online Adaptation in Non-Fixed Scenarios. Estimating Feature-Label Dependence Using Gini Distance Statistics. A Graph-based Ranking Approach to Extract Key-frames for Static Video Summarization. Comprehensive Video Understanding: Video summarization with content-based video recommender design. AFP-Net: R …
Paper Group ANR 508

Paper Group ANR 508

January 29, 2020

Committee Selection with Attribute Level Preferences. Self-Attentive Adversarial Stain Normalization. Modulating Surrogates for Bayesian Optimization. Universal Dependency Parsing from Scratch. Towards Learning Structure via Consensus for Face Segmentation and Parsing. DeepSpline: Data-Driven Reconstruction of Parametric Curves and Surfaces. Deep L …
Paper Group ANR 509

Paper Group ANR 509

January 29, 2020

Sum-of-square-of-rational-function based representations of positive semidefinite polynomial matrices. BusyHands: A Hand-Tool Interaction Database for Assembly Tasks Semantic Segmentation. Different Set Domain Adaptation for Brain-Computer Interfaces: A Label Alignment Approach. Spurious Vanishing Problem in Approximate Vanishing Ideal. Fast Convol …
Paper Group ANR 510

Paper Group ANR 510

January 29, 2020

Deep learning for molecular design - a review of the state of the art. Procedural Generation of Initial States of Sokoban. Scalable Hyperbolic Recommender Systems. How far should self-driving cars see? Effect of observation range on vehicle self-localization. Degeneracy in Self-Calibration Revisited and a Deep Learning Solution for Uncalibrated SLA …
Paper Group ANR 511

Paper Group ANR 511

January 29, 2020

Spectral Graph Matching and Regularized Quadratic Relaxations II: Erdős-Rényi Graphs and Universality. Multiple kernel learning for integrative consensus clustering of ‘omic datasets. Desaturating EUV observations of solar flaring storms. Deep Fuzzy Systems. Active 6D Multi-Object Pose Estimation in Cluttered Scenarios with Deep Reinforcement Learn …
Paper Group ANR 512

Paper Group ANR 512

January 29, 2020

Joint Block Low Rank and Sparse Matrix Recovery in Array Self-Calibration Off-Grid DoA Estimation. Sketch-Driven Regular Expression Generation from Natural Language and Examples. Leveraging human Domain Knowledge to model an empirical Reward function for a Reinforcement Learning problem. Non-Autoregressive Transformer Automatic Speech Recognition. …
Paper Group ANR 513

Paper Group ANR 513

January 29, 2020

An Application of Generative Adversarial Networks for Super Resolution Medical Imaging. High Speed Cognitive Domain Ontologies for Asset Allocation Using Loihi Spiking Neurons. Towards Monitoring Parkinson’s Disease Following Drug Treatment: CGP Classification of rs-MRI Data. Codes, Functions, and Causes: A Critique of Brette’s Conceptual Analysis …
Paper Group ANR 514

Paper Group ANR 514

January 29, 2020

Smoke Sky – Exploring New Frontiers of Unmanned Aerial Systems for Wildland Fire Science and Applications. A New Clustering Method Based on Morphological Operations. Play and Prune: Adaptive Filter Pruning for Deep Model Compression. A Unified Theory of SGD: Variance Reduction, Sampling, Quantization and Coordinate Descent. Vispi: Automatic Visual …
Paper Group ANR 515

Paper Group ANR 515

January 29, 2020

A Transfer Learning Method for Goal Recognition Exploiting Cross-Domain Spatial Features. Cross-Subject Transfer Learning in Human Activity Recognition Systems using Generative Adversarial Networks. Interactive Trajectory Adaptation through Force-guided Bayesian Optimization. Neural Spectrum Alignment. Fluid segmentation in Neutrosophic domain. Dis …
Paper Group ANR 516

Paper Group ANR 516

January 29, 2020

Exploring the 3D architectures of deep material network in data-driven multiscale mechanics. Dueling Decoders: Regularizing Variational Autoencoder Latent Spaces. Classification-driven Single Image Dehazing. MC-ISTA-Net: Adaptive Measurement and Initialization and Channel Attention Optimization inspired Neural Network for Compressive Sensing. Ensem …
Paper Group ANR 517

Paper Group ANR 517

January 29, 2020

Adversary-resilient Distributed and Decentralized Statistical Inference and Machine Learning. Dialog on a canvas with a machine. An Information-theoretic On-line Learning Principle for Specialization in Hierarchical Decision-Making Systems. DAL: Dual Adversarial Learning for Dialogue Generation. Automated pulmonary nodule detection using 3D deep co …
Paper Group ANR 518

Paper Group ANR 518

January 29, 2020

Self-supervised Data Bootstrapping for Deep Optical Character Recognition of Identity Documents. Bayesian Curiosity for Efficient Exploration in Reinforcement Learning. Attention-based Fusion for Multi-source Human Image Generation. Towards non-toxic landscapes: Automatic toxic comment detection using DNN. Multimodal deep networks for text and imag …
Paper Group ANR 519

Paper Group ANR 519

January 29, 2020

Joint Learning of Semantic Alignment and Object Landmark Detection. Analysing Russian Trolls via NLP tools. QuaRTz: An Open-Domain Dataset of Qualitative Relationship Questions. Complexity Results and Algorithms for Bipolar Argumentation. Unsupervised Object Segmentation with Explicit Localization Module. A data-efficient geometrically inspired pol …
Paper Group ANR 520

Paper Group ANR 520

January 29, 2020

NEARBY Platform: Algorithm for Automated Asteroids Detection in Astronomical Images. On the Efficiency of the Sinkhorn and Greenkhorn Algorithms and Their Acceleration for Optimal Transport. DexPilot: Vision Based Teleoperation of Dexterous Robotic Hand-Arm System. Analysis of the $(μ/μ_I,λ)$-CSA-ES with Repair by Projection Applied to a Conically …
Paper Group ANR 521

Paper Group ANR 521

January 29, 2020

Self-attention based end-to-end Hindi-English Neural Machine Translation. A Hybrid Evolutionary Algorithm Framework for Optimising Power Take Off and Placements of Wave Energy Converters. Brain-inspired reverse adversarial examples. Investigating Multilingual NMT Representations at Scale. COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map Infe …
Paper Group ANR 522

Paper Group ANR 522

January 29, 2020

Model-free Feature Screening and FDR Control with Knockoff Features. Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark. Combating the Compounding-Error Problem with a Multi-step Model. Augmented Random Search for Quadcopter Control: An alternative to Reinforcement Learning. Artificial Intelligence: A Child’s Play. …