[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 58
October 20, 2019

Paper Group ANR 58

The Alpha-Beta-Symetric Divergence and their Positive Definite Kernel. Distributed Optimization Strategy for Multi Area Economic Dispatch Based on Electro Search Optimization Algorithm. Machine learning of neuroimaging to diagnose cognitive impairment and dementia: a systematic review and comparative analysis. Sanskrit Sandhi Splitting using seq2(s …

Paper Group ANR 59

Paper Group ANR 59

October 20, 2019

Deep learning: Extrapolation tool for ab initio nuclear theory. Learning Traffic Flow Dynamics using Random Fields. A Machine Learning-based Recommendation System for Swaptions Strategies. Learning a Local Feature Descriptor for 3D LiDAR Scans. Position Estimation of Camera Based on Unsupervised Learning. Learning to Repair Software Vulnerabilities …
Paper Group ANR 6

Paper Group ANR 6

October 20, 2019

Markov Properties of Discrete Determinantal Point Processes. Semi-Supervised Translation with MMD Networks. Two Stream 3D Semantic Scene Completion. FSNet: An Identity-Aware Generative Model for Image-based Face Swapping. Practical Issues of Action-conditioned Next Image Prediction. Convergence Rate of Block-Coordinate Maximization Burer-Monteiro M …
Paper Group ANR 60

Paper Group ANR 60

October 20, 2019

A Learning-Based Visual Saliency Fusion Model for High Dynamic Range Video (LBVS-HDR). A Bayesian Approach for Inferring Local Causal Structure in Gene Regulatory Networks. Automatically Designing CNN Architectures for Medical Image Segmentation. Exact and Robust Conformal Inference Methods for Predictive Machine Learning With Dependent Data. A Cla …
Paper Group ANR 61

Paper Group ANR 61

October 20, 2019

Metadata Enrichment of Multi-Disciplinary Digital Library: A Semantic-based Approach. COREclust: a new package for a robust and scalable analysis of complex data. Informed Group-Sparse Representation for Singing Voice Separation. Pangloss: Fast Entity Linking in Noisy Text Environments. Improving Temporal Relation Extraction with a Globally Acquire …
Paper Group ANR 62

Paper Group ANR 62

October 20, 2019

Image Denoising and Super-Resolution using Residual Learning of Deep Convolutional Network. Radius-margin bounds for deep neural networks. Novel Methods for Enhancing the Performance of Genetic Algorithms. A Unified Framework for Planning in Adversarial and Cooperative Environments. CT organ segmentation using GPU data augmentation, unsupervised la …
Paper Group ANR 63

Paper Group ANR 63

October 20, 2019

GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification. Efficiently Learning Nonstationary Gaussian Processes for Real World Impact. The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation. Modeling Meaning Associated with Documental Entities: Introducing t …
Paper Group ANR 64

Paper Group ANR 64

October 20, 2019

Variance Reduction Methods for Sublinear Reinforcement Learning. Building a Kannada POS Tagger Using Machine Learning and Neural Network Models. A parallel implementation of the covariance matrix adaptation evolution strategy. Mitigating Architectural Mismatch During the Evolutionary Synthesis of Deep Neural Networks. Does Your Phone Know Your Touc …
Paper Group ANR 65

Paper Group ANR 65

October 20, 2019

Biomedical Document Clustering and Visualization based on the Concepts of Diseases. Continuous Trajectory Planning Based on Learning Optimization in High Dimensional Input Space for Serial Manipulators. Learning Probabilistic Logic Programs in Continuous Domains. Towards Automation of Sense-type Identification of Verbs in OntoSenseNet(Telugu). Tran …
Paper Group ANR 66

Paper Group ANR 66

October 20, 2019

A Neural Approach to Language Variety Translation. AI based Safety System for Employees of Manufacturing Industries in Developing Countries. Transduction with Matrix Completion Using Smoothed Rank Function. Text Summarization as Tree Transduction by Top-Down TreeLSTM. Generating Artificial Data for Private Deep Learning. Long-Term Human Motion Pred …
Paper Group ANR 67

Paper Group ANR 67

October 20, 2019

Probabilistic Ensemble of Collaborative Filters. Time is of the Essence: a Joint Hierarchical RNN and Point Process Model for Time and Item Predictions. Probabilistic Prediction of Vehicle Semantic Intention and Motion. Natural Language Generation by Hierarchical Decoding with Linguistic Patterns. Adversarial Domain Adaptation for Variational Neura …
Paper Group ANR 68

Paper Group ANR 68

October 20, 2019

Detailed Investigation of Deep Features with Sparse Representation and Dimensionality Reduction in CBIR: A Comparative Study. Pioneer Networks: Progressively Growing Generative Autoencoder. Piecewise Strong Convexity of Neural Networks. Gromov-Wasserstein Alignment of Word Embedding Spaces. Mathematical Analysis on Out-of-Sample Extensions. Active …
Paper Group ANR 69

Paper Group ANR 69

October 20, 2019

3D human pose estimation from depth maps using a deep combination of poses. On consistent estimation of the missing mass. Using Deep Reinforcement Learning for the Continuous Control of Robotic Arms. Combining a Context Aware Neural Network with a Denoising Autoencoder for Measuring String Similarities. Less is More: Culling the Training Set to Imp …
Paper Group ANR 7

Paper Group ANR 7

October 20, 2019

Reducing over-clustering via the powered Chinese restaurant process. Deep Learning based Pedestrian Detection at Distance in Smart Cities. Overabundant Information and Learning Traps. An FPGA-Accelerated Design for Deep Learning Pedestrian Detection in Self-Driving Vehicles. On the Algebra in Boole’s Laws of Thought. Blazingly Fast Video Object Seg …
Paper Group ANR 70

Paper Group ANR 70

October 20, 2019

A Multi-Face Challenging Dataset for Robust Face Recognition. Minimax rates for cost-sensitive learning on manifolds with approximate nearest neighbours. Global Norm-Aware Pooling for Pose-Robust Face Recognition at Low False Positive Rate. Differential Evolution with Better and Nearest Option for Function Optimization. Person Identification using …
Paper Group ANR 71

Paper Group ANR 71

October 20, 2019

When Names Are Not Commonly Known: Epistemic Logic with Assignments. MULDEF: Multi-model-based Defense Against Adversarial Examples for Neural Networks. Gray-box Adversarial Testing for Control Systems with Machine Learning Component. Shannon entropy for intuitionistic fuzzy information. Pixels, voxels, and views: A study of shape representations f …
Paper Group ANR 72

Paper Group ANR 72

October 20, 2019

Optimal stopping via reinforced regression. CNN-based Action Recognition and Supervised Domain Adaptation on 3D Body Skeletons via Kernel Feature Maps. Object Detection with Mask-based Feature Encoding. Deep Network Regularization via Bayesian Inference of Synaptic Connectivity. Pigeonring: A Principle for Faster Thresholded Similarity Search. IM2H …
Paper Group ANR 73

Paper Group ANR 73

October 20, 2019

Adaptive Independence Tests with Geo-Topological Transformation. An efficient $k$-means-type algorithm for clustering datasets with incomplete records. Roster Evaluation Based on Classifiers for the Nurse Rostering Problem. Efficient Principal Subspace Projection of Streaming Data Through Fast Similarity Matching. Robust Spectral Filtering and Anom …
Paper Group ANR 74

Paper Group ANR 74

October 20, 2019

RSGAN: Face Swapping and Editing using Face and Hair Representation in Latent Spaces. Lightweight Convolutional Approaches to Reading Comprehension on SQuAD. Rethinking Machine Learning Development and Deployment for Edge Devices. Confidence penalty, annealing Gaussian noise and zoneout for biLSTM-CRF networks for named entity recognition. LIT: Blo …
Paper Group ANR 75

Paper Group ANR 75

October 20, 2019

Skeleton-Based Action Recognition with Synchronous Local and Non-local Spatio-temporal Learning and Frequency Attention. An Exploration of Unreliable News Classification in Brazil and The U.S. Answering the “why” in Answer Set Programming - A Survey of Explanation Approaches. Adaptive distributed methods under communication constraints. Prioritizin …
Paper Group ANR 76

Paper Group ANR 76

October 20, 2019

Computer-aided mechanism design: designing revenue-optimal mechanisms via neural networks. Visual Semantic Navigation using Scene Priors. Efficient Multi-Robot Coverage of a Known Environment. Correlation Heuristics for Constraint Programming. DEFRAG: Deep Euclidean Feature Representations through Adaptation on the Grassmann Manifold. Knowledge Com …
Paper Group ANR 77

Paper Group ANR 77

October 20, 2019

Chi-Square Test Neural Network: A New Binary Classifier based on Backpropagation Neural Network. Comparison between DeepESNs and gated RNNs on multivariate time-series prediction. Machine Learning for Health (ML4H) Workshop at NeurIPS 2018. Exploiting Explicit Paths for Multi-hop Reading Comprehension. Color naming reflects both perceptual structur …
Paper Group ANR 78

Paper Group ANR 78

October 20, 2019

Higher-order Graph Convolutional Networks. Unsupervised learning of foreground object detection. Online learning with kernel losses. Adaptation and Re-Identification Network: An Unsupervised Deep Transfer Learning Approach to Person Re-Identification. Computational Graph Approach for Detection of Composite Human Activities. AAD: Adaptive Anomaly De …
Paper Group ANR 79

Paper Group ANR 79

October 20, 2019

Can DNNs Learn to Lipread Full Sentences?. Comparing phonemes and visemes with DNN-based lipreading. Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge. Deep Positron: A Deep Neural Network Using the Posit Number System. EvoMSA: A Multilingual Evolutionary Approach for Sentiment Analysis. Playing for Depth. Extracting Co …
Paper Group ANR 8

Paper Group ANR 8

October 20, 2019

Multi-task multiple kernel machines for personalized pain recognition from functional near-infrared spectroscopy brain signals. Learning to Communicate Implicitly By Actions. EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching from Scratch. Online Multi-Label Classification: A Label Compression Method. Learning Neur …
Paper Group ANR 80

Paper Group ANR 80

October 20, 2019

Covariant Compositional Networks For Learning Graphs. Generalized Bregman and Jensen divergences which include some f-divergences. Predicting Opioid Relapse Using Social Media Data. Deep Nets: What have they ever done for Vision?. Learning Sampling Policies for Domain Adaptation. Strategies for Training Stain Invariant CNNs. Three Efficient, Low-Co …
Paper Group ANR 81

Paper Group ANR 81

October 20, 2019

Weakly-supervised Contextualization of Knowledge Graph Facts. Human Action Recognition and Prediction: A Survey. Distributed Inference for Linear Support Vector Machine. Blur-Countering Keypoint Detection via Eigenvalue Asymmetry. Jointly identifying opinion mining elements and fuzzy measurement of opinion intensity to analyze product features. Tig …
Paper Group ANR 82

Paper Group ANR 82

October 20, 2019

Probabilistic Blocking with An Application to the Syrian Conflict. Domain transfer convolutional attribute embedding. On-Orbit Smart Camera System to Observe Illuminated and Unilluminated Space Objects. Discriminative Feature Learning with Foreground Attention for Person Re-Identification. OWLAx: A Protege Plugin to Support Ontology Axiomatization …