[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 551
January 29, 2020

Paper Group ANR 551

Label Super Resolution with Inter-Instance Loss. Virtual Adversarial Training on Graph Convolutional Networks in Node Classification. MixModule: Mixed CNN Kernel Module for Medical Image Segmentation. Identifying Malicious Web Domains Using Machine Learning Techniques with Online Credibility and Performance Data. Persuasion for Good: Towards a Pers …

Paper Group ANR 552

Paper Group ANR 552

January 29, 2020

Finding Salient Context based on Semantic Matching for Relevance Ranking. FAT-DeepFFM: Field Attentive Deep Field-aware Factorization Machine. Distinction Graphs and Graphtropy: A Formalized Phenomenological Layer Underlying Classical and Quantum Entropy, Observational Semantics and Cognitive Computation. Three Dimensional Route Planning for Multip …
Paper Group ANR 553

Paper Group ANR 553

January 29, 2020

Flexible Mining of Prefix Sequences from Time-Series Traces. Multi-modal segmentation with missing MR sequences using pre-trained fusion networks. Affine Self Convolution. Analyzing the Structure of Attention in a Transformer Language Model. Outcome-Driven Clustering of Acute Coronary Syndrome Patients using Multi-Task Neural Network with Attention …
Paper Group ANR 554

Paper Group ANR 554

January 29, 2020

Fleet Control using Coregionalized Gaussian Process Policy Iteration. Model-Based Reinforcement Learning Exploiting State-Action Equivalence. Two-hidden-layer Feedforward Neural Networks are Universal Approximators: A Constructive Approach. An Unsupervised Bayesian Neural Network for Truth Discovery. Dual Skew Divergence Loss for Neural Machine Tra …
Paper Group ANR 555

Paper Group ANR 555

January 29, 2020

Fast Regularity-Constrained Plane Reconstruction. Multi-Task Networks With Universe, Group, and Task Feature Learning. CLAREL: classification via retrieval loss for zero-shot learning. Generic Tracking and Probabilistic Prediction Framework and Its Application in Autonomous Driving. Adversarial Approximate Inference for Speech to Electroglottograph …
Paper Group ANR 556

Paper Group ANR 556

January 29, 2020

Self-regularizing restricted Boltzmann machines. Fast Universal Style Transfer for Artistic and Photorealistic Rendering. Reconfigurable Interaction for MAS Modelling. Learning Near-optimal Convex Combinations of Basis Models with Generalization Guarantees. Graph based adaptive evolutionary algorithm for continuous optimization. Argoverse: 3D Track …
Paper Group ANR 557

Paper Group ANR 557

January 29, 2020

General non-linear Bellman equations. Holistic++ Scene Understanding: Single-view 3D Holistic Scene Parsing and Human Pose Estimation with Human-Object Interaction and Physical Commonsense. ParNet: Position-aware Aggregated Relation Network for Image-Text matching. Variations of Genetic Algorithms. Conscientious Classification: A Data Scientist’s G …
Paper Group ANR 558

Paper Group ANR 558

January 29, 2020

Measuring similarity between geo-tagged videos using largest common view. HAMNER: Headword Amplified Multi-span Distantly Supervised Method for Domain Specific Named Entity Recognition. Learning Quantum Graphical Models using Constrained Gradient Descent on the Stiefel Manifold. Populating Web Scale Knowledge Graphs using Distantly Supervised Relat …
Paper Group ANR 559

Paper Group ANR 559

January 29, 2020

Self-supervised Learning of Distance Functions for Goal-Conditioned Reinforcement Learning. Model Similarity Mitigates Test Set Overuse. Protecting GANs against privacy attacks by preventing overfitting. One Point, One Object: Simultaneous 3D Object Segmentation and 6-DOF Pose Estimation. Joint Adversarial Training: Incorporating both Spatial and P …
Paper Group ANR 560

Paper Group ANR 560

January 29, 2020

Independent Component Analysis based on multiple data-weighting. Efficient candidate screening under multiple tests and implications for fairness. Unsupervised Features Learning for Sampled Vector Fields. Distribution-induced Bidirectional Generative Adversarial Network for Graph Representation Learning. Adversarial Initialization – when your netw …
Paper Group ANR 561

Paper Group ANR 561

January 29, 2020

Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network. KeystoneDepth: Visualizing History in 3D. A stochastic version of Stein Variational Gradient Descent for efficient sampling. Relational Graph Representation Learning for Open-Domain Question Answering. Information Theoretic Model Predictive Q-Learning. An Analysis of S …
Paper Group ANR 562

Paper Group ANR 562

January 29, 2020

Trident: Efficient 4PC Framework for Privacy Preserving Machine Learning. Learning Visual Relation Priors for Image-Text Matching and Image Captioning with Neural Scene Graph Generators. Synthetic Neural Vision System Design for Motion Pattern Recognition in Dynamic Robot Scenes. On Predictive Information in RNNs. ContCap: A comprehensive framework …
Paper Group ANR 563

Paper Group ANR 563

January 29, 2020

Deep Neural Network Ensembles. Tool Substitution with Shape and Material Reasoning Using Dual Neural Networks. Spaceland Embedding of Sparse Stochastic Graphs. Wearable-based Parkinson’s Disease Severity Monitoring using Deep Learning. Internal-transfer Weighting of Multi-task Learning for Lung Cancer Detection. Variational Quantum Circuits for Qua …
Paper Group ANR 564

Paper Group ANR 564

January 29, 2020

Using Neural Networks for Programming by Demonstration. Automatic Frame Selection Using MLP Neural Network in Ultrasound Elastography. Deep Reinforcement Learning for Motion Planning of Mobile Robots. Evaluating the Effectiveness of Margin Parameter when Learning Knowledge Embedding Representation for Domain-specific Multi-relational Categorized Da …
Paper Group ANR 565

Paper Group ANR 565

January 29, 2020

A Comparative Study of Glottal Source Estimation Techniques. A Rank-1 Sketch for Matrix Multiplicative Weights. Link Prediction in the Stochastic Block Model with Outliers. Glottal Closure and Opening Instant Detection from Speech Signals. Rethinking Lossy Compression: The Rate-Distortion-Perception Tradeoff. Prioritized Unit Propagation with Perio …
Paper Group ANR 566

Paper Group ANR 566

January 29, 2020

Network Implosion: Effective Model Compression for ResNets via Static Layer Pruning and Retraining. Prediction of Construction Cost for Field Canals Improvement Projects in Egypt. Knowledge Tracing with Sequential Key-Value Memory Networks. Deep Knowledge Tracing with Side Information. Distributed Training with Heterogeneous Data: Bridging Median- …
Paper Group ANR 567

Paper Group ANR 567

January 29, 2020

Continual Reinforcement Learning with Diversity Exploration and Adversarial Self-Correction. Localized Linear Regression in Networked Data. Increasing city safety awareness regarding disruptive traffic stream. Accelerated Discovery of Sustainable Building Materials. Human-AI Co-Learning for Data-Driven AI. PingPong: Packet-Level Signatures for Smar …
Paper Group ANR 568

Paper Group ANR 568

January 29, 2020

Ensemble Distribution Distillation. When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion. Towards Ranking Geometric Automated Theorem Provers. Energy-based Graph Convolutional Networks for Scoring Protein Docking Models. Distributed Answer Set Coloring: Stable Models Compu …
Paper Group ANR 569

Paper Group ANR 569

January 29, 2020

A Predictive Model for Steady-State Multiphase Pipe Flow: Machine Learning on Lab Data. Learning Target-oriented Dual Attention for Robust RGB-T Tracking. Image-based reconstruction for the impact problems by using DPNNs. Problems with automating translation of movie/TV show subtitles. Falls Prediction Based on Body Keypoints and Seq2Seq Architectu …
Paper Group ANR 570

Paper Group ANR 570

January 29, 2020

OptiBox: Breaking the Limits of Proposals for Visual Grounding. Non-rigid 3D shape retrieval based on multi-view metric learning. Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding. The Field-of-View Constraint of Markers for Mobile Robot with Pan-Tilt Camera. A Sketch Based 3D Shape Retrieval Approach Based on …
Paper Group ANR 571

Paper Group ANR 571

January 29, 2020

Deep Reinforcement Learning for Scheduling in Cellular Networks. Semantic Matching by Weakly Supervised 2D Point Set Registration. Recognizing American Sign Language Manual Signs from RGB-D Videos. Shareable Representations for Search Query Understanding. Fast Bayesian Restoration of Poisson Corrupted Images with INLA. Three dimensional waveguide-i …
Paper Group ANR 572

Paper Group ANR 572

January 29, 2020

Towards Generating Explanations for ASP-Based Link Analysis using Declarative Program Transformations. A Study and Analysis of a Feature Subset Selection Technique using Penguin Search Optimization Algorithm (FS-PeSOA). Dependency and Span, Cross-Style Semantic Role Labeling on PropBank and NomBank. Asymptotic Bayes risk for Gaussian mixture in a s …
Paper Group ANR 573

Paper Group ANR 573

January 29, 2020

A Method for Evaluating Chimeric Synchronization of Coupled Oscillators and Its Application for Creating a Neural Network Information Converter. Machine Learning for Clinical Predictive Analytics. Learning performance in inverse Ising problems with sparse teacher couplings. Meta-Learning Mean Functions for Gaussian Processes. Multilingual Culture-I …
Paper Group ANR 574

Paper Group ANR 574

January 29, 2020

Gaussian processes with linear operator inequality constraints. A Robust Image Watermarking System Based on Deep Neural Networks. Sentiment Analysis On Indian Indigenous Languages: A Review On Multilingual Opinion Mining. Similarity Learning Networks for Animal Individual Re-Identification – Beyond the Capabilities of a Human Observer. Fair Dimens …
Paper Group ANR 575

Paper Group ANR 575

January 29, 2020

Nonlinear Markov Clustering by Minimum Curvilinear Sparse Similarity. Learning better generative models for dexterous, single-view grasping of novel objects. Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics. Robust Morph-Detection at Automated Border Control Gate using Deep Decomposed 3D Shape and Diffu …
Paper Group ANR 576

Paper Group ANR 576

January 29, 2020

WebProtégé: A Cloud-Based Ontology Editor. To Model or to Intervene: A Comparison of Counterfactual and Online Learning to Rank from User Interactions. Towards Global Remote Discharge Estimation: Using the Few to Estimate The Many. Flexible Auto-weighted Local-coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering. A Light …
Paper Group ANR 577

Paper Group ANR 577

January 29, 2020

Deciphering Dynamical Nonlinearities in Short Time Series Using Recurrent Neural Networks. Learning Functions over Sets via Permutation Adversarial Networks. Rethinking Full Connectivity in Recurrent Neural Networks. REBEC: Robust Evolutionary-based Calibration Approach for the Numerical Wind Wave Model. Semi-Supervised Medical Image Segmentation v …
Paper Group ANR 578

Paper Group ANR 578

January 29, 2020

Taming Momentum in a Distributed Asynchronous Environment. End-to-End Visual Speech Recognition for Small-Scale Datasets. Radial and Directional Posteriors for Bayesian Neural Networks. Discretization based Solutions for Secure Machine Learning against Adversarial Attacks. Pure Exploration with Multiple Correct Answers. A Ranking Model Motivated by …