[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 682
October 17, 2019

Paper Group ANR 682

R$^3$-Net: A Deep Network for Multi-oriented Vehicle Detection in Aerial Images and Videos. Relational dynamic memory networks. Generative Models for Spear Phishing Posts on Social Media. Vehicle Re-identification Using Quadruple Directional Deep Learning Features. Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Represe …

Paper Group ANR 683

Paper Group ANR 683

October 17, 2019

Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together. Combining Learned Lyrical Structures and Vocabulary for Improved Lyric Generation. Group-Attention Single-Shot Detector (GA-SSD): Finding Pulmonary Nodules in Large-Scale CT Images. Adaptive View Planning for Aerial 3D Reconstruction. Beliefs in Decision-Maki …
Paper Group ANR 684

Paper Group ANR 684

October 17, 2019

Compressed Sensing Plus Motion (CS+M): A New Perspective for Improving Undersampled MR Image Reconstruction. Augmented LiDAR Simulator for Autonomous Driving. Stacked Filters Stationary Flow For Hardware-Oriented Acceleration Of Deep Convolutional Neural Networks. Automatic Evaluation of Neural Personality-based Chatbots. Building Extraction at Sca …
Paper Group ANR 685

Paper Group ANR 685

October 17, 2019

JUMPER: Learning When to Make Classification Decisions in Reading. Residual Attention based Network for Hand Bone Age Assessment. The Responsibility Quantification (ResQu) Model of Human Interaction with Automation. A method for automatic forensic facial reconstruction based on dense statistics of soft tissue thickness. Study of Robust Diffusion Re …
Paper Group ANR 686

Paper Group ANR 686

October 17, 2019

A Single-shot-per-pose Camera-Projector Calibration System For Imperfect Planar Targets. Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning. Which Facial Expressions Can Reveal Your Gender? A Study With 3D Faces. Feature learning based on visual similarity triplets in medical image analysis: A case study of emphysema …
Paper Group ANR 687

Paper Group ANR 687

October 17, 2019

Feedforward Neural Network for Time Series Anomaly Detection. A randomized gradient-free attack on ReLU networks. A General Family of Robust Stochastic Operators for Reinforcement Learning. Action Quality Assessment Across Multiple Actions. A Learning-Based Framework for Line-Spectra Super-resolution. Answering Hindsight Queries with Lifted Dynamic …
Paper Group ANR 688

Paper Group ANR 688

October 17, 2019

Distilling with Performance Enhanced Students. On the Complexity of Value Iteration. Active Object Reconstruction Using a Guided View Planner. Superconducting Optoelectronic Neurons I: General Principles. An Improved Phrase-based Approach to Annotating and Summarizing Student Course Responses. Pathwise Derivatives for Multivariate Distributions. Ev …
Paper Group ANR 689

Paper Group ANR 689

October 17, 2019

Joint Shape Representation and Classification for Detecting PDAC. Bag-of-Words as Target for Neural Machine Translation. Heuristic Approaches for Goal Recognition in Incomplete Domain Models. Crowd-Assisted Polyp Annotation of Virtual Colonoscopy Videos. Development of deep learning algorithms to categorize free-text notes pertaining to diabetes: c …
Paper Group ANR 690

Paper Group ANR 690

October 17, 2019

TS-Net: Combining modality specific and common features for multimodal patch matching. How Do Source-side Monolingual Word Embeddings Impact Neural Machine Translation?. Adaptive Task Allocation for Mobile Edge Learning. AI Fairness for People with Disabilities: Point of View. In Defense of Single-column Networks for Crowd Counting. U-SLADS: Unsupe …
Paper Group ANR 691

Paper Group ANR 691

October 17, 2019

Uncertainty aware audiovisual activity recognition using deep Bayesian variational inference. Camera-based vehicle velocity estimation from monocular video. Positive and Unlabeled Learning through Negative Selection and Imbalance-aware Classification. Deep Convolutional Neural Network Applied to Quality Assessment for Video Tracking. Deep Discrimin …
Paper Group ANR 692

Paper Group ANR 692

October 17, 2019

Accounting for hidden common causes when inferring cause and effect from observational data. Learning Patient Representations from Text. Learning Neural Emotion Analysis from 100 Observations: The Surprising Effectiveness of Pre-Trained Word Representations. Determining the best classifier for predicting the value of a boolean field on a blood dono …
Paper Group ANR 693

Paper Group ANR 693

October 17, 2019

Modeling polypharmacy side effects with graph convolutional networks. Role of Awareness and Universal Context in a Spiking Conscious Neural Network (SCNN): A New Perspective and Future Directions. Automatic Catchphrase Extraction from Legal Case Documents via Scoring using Deep Neural Networks. Learning Common Representation from RGB and Depth Imag …
Paper Group ANR 694

Paper Group ANR 694

October 17, 2019

Translational Motion Compensation for Soft Tissue Velocity Images. A general system of differential equations to model first order adaptive algorithms. Embedding Models for Episodic Knowledge Graphs. Knowledge-Based Distant Regularization in Learning Probabilistic Models. Mind Your Language: Abuse and Offense Detection for Code-Switched Languages. …
Paper Group ANR 695

Paper Group ANR 695

October 17, 2019

A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities. Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages. Occupancy Map Prediction Using Generative and Fully Convolutional Networks for Vehicle Navigation. Discriminative Learning of Similarity and Group Equi …
Paper Group ANR 696

Paper Group ANR 696

October 17, 2019

Online Adaptive Methods, Universality and Acceleration. Gradient Similarity: An Explainable Approach to Detect Adversarial Attacks against Deep Learning. Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems. Deep Reinforcement Learning for Intelligent Transportation Systems. Automated bird sound recognition in re …
Paper Group ANR 697

Paper Group ANR 697

October 17, 2019

AtDelfi: Automatically Designing Legible, Full Instructions For Games. Better Runtime Guarantees Via Stochastic Domination. Uncovering the Social Interaction in Swarm Intelligence with Network Science. Generalized Hadamard-Product Fusion Operators for Visual Question Answering. MLCapsule: Guarded Offline Deployment of Machine Learning as a Service. …
Paper Group ANR 698

Paper Group ANR 698

October 17, 2019

Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face Alignment. Object Detection in Satellite Imagery using 2-Step Convolutional Neural Networks. Deep Stacked Stochastic Configuration Networks for Lifelong Learning of Non-Stationary Data Streams. Attend Before you Act: Leveraging human visual attention for continual learning. Dirichle …
Paper Group ANR 699

Paper Group ANR 699

October 17, 2019

Self-Net: Lifelong Learning via Continual Self-Modeling. LMap: Shape-Preserving Local Mappings for Biomedical Visualization. Curvature-based Comparison of Two Neural Networks. Automated detection and segmentation of non-mass enhancing breast tumors with dynamic contrast-enhanced magnetic resonance imaging. A Univariate Bound of Area Under ROC. Grap …
Paper Group ANR 700

Paper Group ANR 700

October 17, 2019

Doubly Semi-Implicit Variational Inference. Stereo obstacle detection for unmanned surface vehicles by IMU-assisted semantic segmentation. Three for one and one for three: Flow, Segmentation, and Surface Normals. Low-Latency Human Action Recognition with Weighted Multi-Region Convolutional Neural Network. Neural Architecture Search Over a Graph Sea …
Paper Group ANR 701

Paper Group ANR 701

October 17, 2019

Robust Estimation via Robust Gradient Estimation. Image Score: How to Select Useful Samples. Multi-Scale Supervised Network for Human Pose Estimation. Hybrid Forests for Left Ventricle Segmentation using only the first slice label. Beyond black-boxes in Bayesian inverse problems and model validation: applications in solid mechanics of elastography. …
Paper Group ANR 702

Paper Group ANR 702

October 17, 2019

Graph-based Clustering under Differential Privacy. Re-examination of Bregman functions and new properties of their divergences. Estimation of Inter-Sentiment Correlations Employing Deep Neural Network Models. NOTE-RCNN: NOise Tolerant Ensemble RCNN for Semi-Supervised Object Detection. Level-Based Analysis of the Univariate Marginal Distribution Al …
Paper Group ANR 703

Paper Group ANR 703

October 17, 2019

Generating Diverse Programs with Instruction Conditioned Reinforced Adversarial Learning. k-RNN: Extending NN-heuristics for the TSP. Learning Under Distributed Features. A Peek Into the Hidden Layers of a Convolutional Neural Network Through a Factorization Lens. Higher Order of Motion Magnification for Vessel Localisation in Surgical Video. A Cha …
Paper Group ANR 704

Paper Group ANR 704

October 17, 2019

Towards Dialogue-based Navigation with Multivariate Adaptation driven by Intention and Politeness for Social Robots. Neural Network Compression using Transform Coding and Clustering. Asynchronous Stochastic Composition Optimization with Variance Reduction. Data-Dependent Coresets for Compressing Neural Networks with Applications to Generalization B …
Paper Group ANR 705

Paper Group ANR 705

October 17, 2019

Using a Classifier Ensemble for Proactive Quality Monitoring and Control: the impact of the choice of classifiers types, selection criterion, and fusion process. Pore detection in high-resolution fingerprint images using Deep Residual Network. $\ell_1$-regression with Heavy-tailed Distributions. Average-Case Information Complexity of Learning. Expl …
Paper Group ANR 706

Paper Group ANR 706

October 17, 2019

Stability-certified reinforcement learning: A control-theoretic perspective. Distributed Stochastic Multi-Task Learning with Graph Regularization. A Comparative Analysis of Registration Tools: Traditional vs Deep Learning Approach on High Resolution Tissue Cleared Data. A Probe Towards Understanding GAN and VAE Models. Novel Convolution Kernels for …
Paper Group ANR 707

Paper Group ANR 707

October 17, 2019

Machine Learning Analysis of Heterogeneity in the Effect of Student Mindset Interventions. A survey of advances in epistemic logic program solvers. Ontology-Based Query Expansion with Latently Related Named Entities for Semantic Text Search. On Learning Markov Chains. Event-triggered Natural Hazard Monitoring with Convolutional Neural Networks on t …
Paper Group ANR 708

Paper Group ANR 708

October 17, 2019

Robust 6D Object Pose Estimation with Stochastic Congruent Sets. Deep Learning for Single Image Super-Resolution: A Brief Review. Generalized Binary Search For Split-Neighborly Problems. A Deep Structure of Person Re-Identification using Multi-Level Gaussian Models. 6D Pose Estimation using an Improved Method based on Point Pair Features. An ADMM-B …
Paper Group ANR 709

Paper Group ANR 709

October 17, 2019

Discriminative Cross-View Binary Representation Learning. Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding. Interval-based Prediction Uncertainty Bound Computation in Learning with Missing Values. A Scalable Framework for Trajectory Prediction. PCA-Based Missing Information Imputation for Real-Time Crash Likelihood …