[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 145
January 31, 2020

Paper Group ANR 145

Shared control schematic for brain controlled vehicle based on fuzzy logic. Learning Variable Impedance Control for Contact Sensitive Tasks. A Comparison of Policy Search in Joint Space and Cartesian Space for Refinement of Skills. Deep Learning for Low-Dose CT Denoising. CMR motion artifact correction using generative adversarial nets. Adaptive Ma …

Paper Group ANR 146

Paper Group ANR 146

January 31, 2020

Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal Image Semantic Segmentation. Mining News Events from Comparable News Corpora: A Multi-Attribute Proximity Network Modeling Approach. Cooperative Learning of Disjoint Syntax and Semantics. Trimmed Action Recognition, Dense-Captioning Events in Videos, and Spatio-temporal Action Loc …
Paper Group ANR 147

Paper Group ANR 147

January 31, 2020

Unsupervised Video Depth Estimation Based on Ego-motion and Disparity Consensus. Study of Robust Distributed Diffusion RLS Algorithms with Side Information for Adaptive Networks. Semi-Supervised Natural Language Approach for Fine-Grained Classification of Medical Reports. A Strongly Consistent Sparse $k$-means Clustering with Direct $l_1$ Penalizat …
Paper Group ANR 148

Paper Group ANR 148

January 31, 2020

SceneFlowFields++: Multi-frame Matching, Visibility Prediction, and Robust Interpolation for Scene Flow Estimation. Transport Model for Feature Extraction. Exploring Representativeness and Informativeness for Active Learning. Fast Glare Detection in Document Images. On The Radon–Nikodym Spectral Approach With Optimal Clustering. Exponential-Binary …
Paper Group ANR 149

Paper Group ANR 149

January 31, 2020

NEAR: Neighborhood Edge AggregatoR for Graph Classification. Understanding Agent Incentives using Causal Influence Diagrams. Part I: Single Action Settings. Answering Questions about Data Visualizations using Efficient Bimodal Fusion. SIMPLE: Statistical Inference on Membership Profiles in Large Networks. Stochastic One-Sided Full-Information Bandi …
Paper Group ANR 15

Paper Group ANR 15

January 31, 2020

Optimizing Norm-Bounded Weighted Ambiguity Sets for Robust MDPs. Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning. Time-Contrastive Learning Based Deep Bottleneck Features for Text-Dependent Speaker Verification. Adversarial Speaker Verification. Structural Pruning in Deep Neural Networks: A Small-World Approach. …
Paper Group ANR 150

Paper Group ANR 150

January 31, 2020

CT synthesis from MR images for orthopedic applications in the lower arm using a conditional generative adversarial network. Mix and Match: Markov Chains & Mixing Times for Matching in Rideshare. To complete or to estimate, that is the question: A Multi-Task Approach to Depth Completion and Monocular Depth Estimation. Option Comparison Network for …
Paper Group ANR 151

Paper Group ANR 151

January 31, 2020

An Adversarial Approach to High-Quality, Sentiment-Controlled Neural Dialogue Generation. Data Masking with Privacy Guarantees. Multi-Armed Bandit Strategies for Non-Stationary Reward Distributions and Delayed Feedback Processes. Dota 2 with Large Scale Deep Reinforcement Learning. Neural Network Architecture Search with Differentiable Cartesian Ge …
Paper Group ANR 152

Paper Group ANR 152

January 31, 2020

Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning. Light-weighted Saliency Detection with Distinctively Lower Memory Cost and Model Size. Modeling and Optimization with Gaussian Processes in Reduced Eigenbases – Extended Version. embComp: Visual Interactive Comparison of Vector Embeddings. IEDM, an Ontology fo …
Paper Group ANR 153

Paper Group ANR 153

January 31, 2020

Learning Heuristics over Large Graphs via Deep Reinforcement Learning. Optimal translational-rotational invariant dictionaries for images. Generative Model for Zero-Shot Sketch-Based Image Retrieval. Life is Random, Time is Not: Markov Decision Processes with Window Objectives. Energy Demand Prediction with Federated Learning for Electric Vehicle N …
Paper Group ANR 154

Paper Group ANR 154

January 31, 2020

REVE: Regularizing Deep Learning with Variational Entropy Bound. Rule based Approach for Word Normalization by resolving Transcription Ambiguity in Transliterated Search Queries. Memory-Efficient Adaptive Optimization. Improving Semantic Parsing with Neural Generator-Reranker Architecture. How to Evaluate the Next System: Automatic Dialogue Evaluat …
Paper Group ANR 155

Paper Group ANR 155

January 31, 2020

Idle Time Optimization for Target Assignment and Path Finding in Sortation Centers. Optimizing Shallow Networks for Binary Classification. Code-Switching for Enhancing NMT with Pre-Specified Translation. Convergence rates for the stochastic gradient descent method for non-convex objective functions. Learning Metric Graphs for Neuron Segmentation In …
Paper Group ANR 156

Paper Group ANR 156

January 31, 2020

To Detect Irregular Trade Behaviors In Stock Market By Using Graph Based Ranking Methods. PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions. Knee Cartilage Segmentation Using Diffusion-Weighted MRI. Heterogeneous-Temporal Graph Convolutional Networks: Make the Community Detection Much Better. Learning in …
Paper Group ANR 157

Paper Group ANR 157

January 31, 2020

Ternary Hybrid Neural-Tree Networks for Highly Constrained IoT Applications. Gradients of Generative Models for Improved Discriminative Analysis of Tandem Mass Spectra. Model-Agnostic Linear Competitors – When Interpretable Models Compete and Collaborate with Black-Box Models. Data Context Adaptation for Accurate Recommendation with Additional Inf …
Paper Group ANR 158

Paper Group ANR 158

January 31, 2020

A novel method for extracting interpretable knowledge from a spiking neural classifier with time-varying synaptic weights. A Review of methods for Textureless Object Recognition. CDTB: A Color and Depth Visual Object Tracking Dataset and Benchmark. Boosting Item-based Collaborative Filtering via Nearly Uncoupled Random Walks. Comparing Samples from …
Paper Group ANR 159

Paper Group ANR 159

January 31, 2020

Universal Approximation with Deep Narrow Networks. VGG Fine-tuning for Cooking State Recognition. Leveraging Crowdsourced GPS Data for Road Extraction from Aerial Imagery. Universal, transferable and targeted adversarial attacks. Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains. EILearn: Learning Increme …
Paper Group ANR 16

Paper Group ANR 16

January 31, 2020

Adversarial Music: Real World Audio Adversary Against Wake-word Detection System. LaplacianNet: Learning on 3D Meshes with Laplacian Encoding and Pooling. A Self-Correcting Deep Learning Approach to Predict Acute Conditions in Critical Care. Negative eigenvalues of the Hessian in deep neural networks. Deep Reinforcement Learning for Clinical Decisi …
Paper Group ANR 160

Paper Group ANR 160

January 31, 2020

Sentiment analysis model for Twitter data in Polish language. Hierarchical Semantic Correspondence Learning for Post-Discharge Patient Mortality Prediction. Performance Evaluation of Supervised Machine Learning Techniques for Efficient Detection of Emotions from Online Content. Online Multi-target regression trees with stacked leaf models. Learning …
Paper Group ANR 161

Paper Group ANR 161

January 31, 2020

Learning to Select, Track, and Generate for Data-to-Text. Conditional Hierarchical Bayesian Tucker Decomposition. Continuous-Time Mean-Variance Portfolio Selection: A Reinforcement Learning Framework. Clustering by Directly Disentangling Latent Space. Topology Based Scalable Graph Kernels. Locally Accelerated Conditional Gradients. Label Aware Grap …
Paper Group ANR 162

Paper Group ANR 162

January 31, 2020

Improving Borderline Adulthood Facial Age Estimation through Ensemble Learning. Robust and Communication-Efficient Federated Learning from Non-IID Data. Introduction to Voice Presentation Attack Detection and Recent Advances. Connecting Touch and Vision via Cross-Modal Prediction. Augmenting Gastrointestinal Health: A Deep Learning Approach to Huma …
Paper Group ANR 163

Paper Group ANR 163

January 31, 2020

Proceedings of the 4th Workshop on Formal Reasoning about Causation, Responsibility, and Explanations in Science and Technology. Fast Neural Network Verification via Shadow Prices. Face Recognition System. Component Mismatches Are a Critical Bottleneck to Fielding AI-Enabled Systems in the Public Sector. Adversarial Examples for Electrocardiograms. …
Paper Group ANR 164

Paper Group ANR 164

January 31, 2020

Multiple Riemannian Manifold-valued Descriptors based Image Set Classification with Multi-Kernel Metric Learning. A Hierarchical Mixture Density Network. Video Skimming: Taxonomy and Comprehensive Survey. Air Quality Measurement Based on Double-Channel Convolutional Neural Network Ensemble Learning. Good-Enough Compositional Data Augmentation. A Li …
Paper Group ANR 165

Paper Group ANR 165

January 31, 2020

Verification of Neural Network Control Policy Under Persistent Adversarial Perturbation. Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning. NLP Driven Ensemble Based Automatic Subtitle Generation and Semantic Video Summarization Technique. Simple iterative method for generating targeted universal advers …
Paper Group ANR 166

Paper Group ANR 166

January 31, 2020

Learning Compact Neural Networks Using Ordinary Differential Equations as Activation Functions. EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings. Learning high-dimensional probability distributions using tree tensor networks. Making AI meaningful again. Learning Part Generation and Assembly for Str …
Paper Group ANR 167

Paper Group ANR 167

January 31, 2020

Fractional spectral graph wavelets and their applications. On the Insufficiency of the Large Margins Theory in Explaining the Performance of Ensemble Methods. Mixture of Inference Networks for VAE-based Audio-visual Speech Enhancement. Distributed Microphone Speech Enhancement based on Deep Learning. Multilingual End-to-End Speech Translation. Nece …
Paper Group ANR 168

Paper Group ANR 168

January 31, 2020

On the Convergence of FedAvg on Non-IID Data. Promoting the Knowledge of Source Syntax in Transformer NMT Is Not Needed. English-Bhojpuri SMT System: Insights from the Karaka Model. DeepPFCN: Deep Parallel Feature Consensus Network For Person Re-Identification. Improving sequence-to-sequence speech recognition training with on-the-fly data augmenta …
Paper Group ANR 169

Paper Group ANR 169

January 31, 2020

Refinements of Barndorff-Nielsen and Shephard model: an analysis of crude oil price with machine learning. Streaming Adaptive Nonparametric Variational Autoencoder. Effective Data Augmentation with Multi-Domain Learning GANs. Knowledge Query Network: How Knowledge Interacts with Skills. Assessing the Impact of a User-Item Collaborative Attack on Cl …
Paper Group ANR 17

Paper Group ANR 17

January 31, 2020

Recognizing Image Objects by Relational Analysis Using Heterogeneous Superpixels and Deep Convolutional Features. Autonomous Removal of Perspective Distortion for Robotic Elevator Button Recognition. Decoding Cosmological Information in Weak-Lensing Mass Maps with Generative Adversarial Networks. Breaking the cycle – Colleagues are all you need. C …