[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1111
January 27, 2020

Paper Group ANR 1111

Panoptic Edge Detection. Distributed Linear Model Clustering over Networks: A Tree-Based Fused-Lasso ADMM Approach. Adversarial Examples for Edge Detection: They Exist, and They Transfer. Identification of Bugs and Vulnerabilities in TLS Implementation for Windows Operating System Using State Machine Learning. MBCAL: A Simple and Efficient Reinforc …

Paper Group ANR 1112

Paper Group ANR 1112

January 27, 2020

Dense 3D Reconstruction for Visual Tunnel Inspection using Unmanned Aerial Vehicle. CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study. Early detection of sepsis utilizing deep learning on electronic health record event sequences. Learning the Depths of Moving People by Watching Frozen People. The Alt-Right and Gl …
Paper Group ANR 1113

Paper Group ANR 1113

January 27, 2020

On Classifying Sepsis Heterogeneity in the ICU: Insight Using Machine Learning. HCNAF: Hyper-Conditioned Neural Autoregressive Flow and its Application for Probabilistic Occupancy Map Forecasting. FfDL : A Flexible Multi-tenant Deep Learning Platform. Attention Based Neural Architecture for Rumor Detection with Author Context Awareness. Learning Mi …
Paper Group ANR 1114

Paper Group ANR 1114

January 27, 2020

Complexity-entropy analysis at different levels of organization in written language. Quantum algorithms for Second-Order Cone Programming and Support Vector Machines. Congestion Analysis of Convolutional Neural Network-Based Pedestrian Counting Methods on Helicopter Footage. Evaluating Bregman Divergences for Probability Learning from Crowd. Mono3D …
Paper Group ANR 1115

Paper Group ANR 1115

January 27, 2020

Sequential Learning of Convolutional Features for Effective Text Classification. Local Distribution Obfuscation via Probability Coupling. Visual Backpropagation. Federated Learning for Coalition Operations. A Review of Visual Trackers and Analysis of its Application to Mobile Robot. Adaptive Variance for Changing Sparse-Reward Environments. Deep Re …
Paper Group ANR 1116

Paper Group ANR 1116

January 27, 2020

Regularized deep learning with non-convex penalties. Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach. Spatiotemporal Pyramid Network for Video Action Recognition. Towards Expressive Priors for Bayesian Neural Networks: Poisson Process Radial Basis Function Networks. Exploring Offl …
Paper Group ANR 1117

Paper Group ANR 1117

January 27, 2020

Cross Domain Image Matching in Presence of Outliers. Measuring Dataset Granularity. Resolvable Designs for Speeding up Distributed Computing. Representing and Using Knowledge with the Contextual Evaluation Model. Forecasting Stock Market with Support Vector Regression and Butterfly Optimization Algorithm. Learning sparsity in reservoir computing th …
Paper Group ANR 1118

Paper Group ANR 1118

January 27, 2020

Dance Dance Generation: Motion Transfer for Internet Videos. Classification of Cardiac Arrhythmias from Single Lead ECG with a Convolutional Recurrent Neural Network. Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction. Evaluating Robustness of Deep Image Super-Resolution against Adversarial Attacks. Expression Analysis Ba …
Paper Group ANR 1119

Paper Group ANR 1119

January 27, 2020

Revisiting Wedge Sampling for Budgeted Maximum Inner Product Search. Causal inference with Bayes rule. Exploring Semi-supervised Variational Autoencoders for Biomedical Relation Extraction. Fast Bayesian Uncertainty Estimation of Batch Normalized Single Image Super-Resolution Network. Automated detection of celiac disease on duodenal biopsy slides: …
Paper Group ANR 1120

Paper Group ANR 1120

January 27, 2020

A Single Video Super-Resolution GAN for Multiple Downsampling Operators based on Pseudo-Inverse Image Formation Models. Application of Different Simulated Spectral Data and Machine Learning to Estimate the Chlorophyll a Concentration of Several Inland Waters. Food for thought: Ethical considerations of user trust in computer vision. Learning from M …
Paper Group ANR 1121

Paper Group ANR 1121

January 27, 2020

Front2Back: Single View 3D Shape Reconstruction via Front to Back Prediction. Crowd Counting on Images with Scale Variation and Isolated Clusters. Viability of machine learning to reduce workload in systematic review screenings in the health sciences: a working paper. SizeNet: Weakly Supervised Learning of Visual Size and Fit in Fashion Images. Aug …
Paper Group ANR 1122

Paper Group ANR 1122

January 27, 2020

Software Engineering Practices for Machine Learning. Towards Making the Most of BERT in Neural Machine Translation. Asymmetric GAN for Unpaired Image-to-image Translation. Improving a Quality of 3D Object Detection by Spatial Transformation Mechanism. Fully Automated Pancreas Segmentation with Two-stage 3D Convolutional Neural Networks. Object-Cent …
Paper Group ANR 1123

Paper Group ANR 1123

January 27, 2020

A General Analysis Framework of Lower Complexity Bounds for Finite-Sum Optimization. Robustness of accelerated first-order algorithms for strongly convex optimization problems. AETv2: AutoEncoding Transformations for Self-Supervised Representation Learning by Minimizing Geodesic Distances in Lie Groups. Generative Adversarial Networks for geometric …
Paper Group ANR 1124

Paper Group ANR 1124

January 27, 2020

Stealing Knowledge from Protected Deep Neural Networks Using Composite Unlabeled Data. A Human-in-the-loop Framework to Construct Context-dependent Mathematical Formulations of Fairness. Learning Probabilities: Towards a Logic of Statistical Learning. Adversarial Training Can Hurt Generalization. BenchCouncil’s View on Benchmarking AI and Other Eme …
Paper Group ANR 1125

Paper Group ANR 1125

January 27, 2020

Shape-Aware Human Pose and Shape Reconstruction Using Multi-View Images. On the notion of number in humans and machines. STM: SpatioTemporal and Motion Encoding for Action Recognition. A Novel Self-Intersection Penalty Term for Statistical Body Shape Models and Its Applications in 3D Pose Estimation. Keyword Spotting for Hearing Assistive Devices R …
Paper Group ANR 1126

Paper Group ANR 1126

January 27, 2020

Temporal Reasoning Graph for Activity Recognition. Invisible Marker: Automatic Annotation of Segmentation Masks for Object Manipulation. A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text. Deep Representation Learning Characterized by Inter-class Separation for Image Clustering. On Using Retrained and Incremental Machine Learnin …
Paper Group ANR 1127

Paper Group ANR 1127

January 27, 2020

Efficient Decremental Learning Algorithms for Broad Learning System. UWB-GCN: Accelerating Graph Convolutional Networks through Runtime Workload Rebalancing. Learning Temporal Action Proposals With Fewer Labels. Policies for constraining the behaviour of coalitions of agents in the context of algebraic information theory. Foothill: A Quasiconvex Re …
Paper Group ANR 1128

Paper Group ANR 1128

January 27, 2020

Automatically Generating Macro Research Reports from a Piece of News. PipeMare: Asynchronous Pipeline Parallel DNN Training. Inferring the Optimal Policy using Markov Chain Monte Carlo. Walsh-Hadamard Variational Inference for Bayesian Deep Learning. How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?. LO-Net: Deep …
Paper Group ANR 1129

Paper Group ANR 1129

January 27, 2020

ER-AE: Differentially-private Text Generation for Authorship Anonymization. Completing and Debugging Ontologies: state of the art and challenges. Fully Automatic Brain Tumor Segmentation using a Normalized Gaussian Bayesian Classifier and 3D Fluid Vector Flow. Guiding Variational Response Generator to Exploit Persona. Post-mortem Iris Decomposition …
Paper Group ANR 1130

Paper Group ANR 1130

January 27, 2020

Memory Integrity of CNNs for Cross-Dataset Facial Expression Recognition. Few-Shot Bayesian Imitation Learning with Logical Program Policies. Extracting urban water by combining deep learning and Google Earth Engine. Disentangling Style and Content in Anime Illustrations. Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Quest …
Paper Group ANR 1131

Paper Group ANR 1131

January 27, 2020

Learning Linear Non-Gaussian Causal Models in the Presence of Latent Variables. Instant Motion Tracking and Its Applications to Augmented Reality. Epsilon-Lexicase Selection for Regression. Patch-Based Image Similarity for Intraoperative 2D/3D Pelvis Registration During Periacetabular Osteotomy. Identifying Personality Traits Using Overlap Dynamics …
Paper Group ANR 1132

Paper Group ANR 1132

January 27, 2020

Generating superpixels using deep image representations. On Quantified Modal Theorem Proving for Modeling Ethics. Testing Mixtures of Discrete Distributions. Efficient Algorithms for Smooth Minimax Optimization. Adaptive Estimation of Multivariate Piecewise Polynomials and Bounded Variation Functions by Optimal Decision Trees. Two Computational Mod …
Paper Group ANR 1133

Paper Group ANR 1133

January 27, 2020

Separable Convolutional LSTMs for Faster Video Segmentation. Risk-Averse Action Selection Using Extreme Value Theory Estimates of the CVaR. Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment. An analysis of the cost of hyper-parameter selection via split-sample validation, with applications to penalized regression …
Paper Group ANR 1134

Paper Group ANR 1134

January 27, 2020

The University of Edinburgh’s Submissions to the WMT19 News Translation Task. A review on Neural Turing Machine. Finite-Sum Smooth Optimization with SARAH. A Learning Framework for Distribution-Based Game-Theoretic Solution Concepts. Common Mode Patterns for Supervised Tensor Subspace Learning. Robust Environmental Sound Recognition with Sparse Key …
Paper Group ANR 1135

Paper Group ANR 1135

January 27, 2020

ChronoMID - Cross-Modal Neural Networks for 3-D Temporal Medical Imaging Data. Leveraging Dependency Forest for Neural Medical Relation Extraction. Variational Temporal Abstraction. Using Semantic Role Knowledge for Relevance Ranking of Key Phrases inDocuments: An Unsupervised Approach. A Probabilistic Generative Model of Linguistic Typology. RAP-N …
Paper Group ANR 1136

Paper Group ANR 1136

January 27, 2020

Cascaded Parallel Filtering for Memory-Efficient Image-Based Localization. Evolving the pulmonary nodules diagnosis from classical approaches to deep learning aided decision support: three decades development course and future prospect. Self-enhancement of automatic tunnel accident detection (TAD) on CCTV by AI deep-learning. Restless dependent ban …
Paper Group ANR 1137

Paper Group ANR 1137

January 27, 2020

Porous Lattice-based Transformer Encoder for Chinese NER. Hierarchical Reinforcement Learning for Multi-agent MOBA Game. Evaluation Metrics for Item Recommendation under Sampling. Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word Segmentation. Journal Name Extraction from Japanese Scientific News Articles. Occlus …
Paper Group ANR 1138

Paper Group ANR 1138

January 27, 2020

An Effective and Efficient Method for Detecting Hands in Egocentric Videos for Rehabilitation Applications. Human-Robot Collaboration via Deep Reinforcement Learning of Real-World Interactions. 26ms Inference Time for ResNet-50: Towards Real-Time Execution of all DNNs on Smartphone. Texture CNN for Histopathological Image Classification. PAC Identi …