[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1073
October 16, 2019

Paper Group ANR 1073

Context Encoding Chest X-rays. An Inductive Formalization of Self Reproduction in Dynamical Hierarchies. A Kernel for Multi-Parameter Persistent Homology. SAFFRON: an adaptive algorithm for online control of the false discovery rate. Learning Localized Spatio-Temporal Models From Streaming Data. Temporal Action Detection by Joint Identification-Ver …

Paper Group ANR 1074

Paper Group ANR 1074

October 16, 2019

A New Optimization Layer for Real-Time Bidding Advertising Campaigns. STS Classification with Dual-stream CNN. Jointly Localizing and Describing Events for Dense Video Captioning. C3PO: Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing. Spatial Morphing Kernel Regression For Feature Interpolation. Simplifying Senten …
Paper Group ANR 1075

Paper Group ANR 1075

October 16, 2019

An Agent-Based Simulation of Residential Location Choice of Tenants in Tehran, Iran. CAAD 2018: Powerful None-Access Black-Box Attack Based on Adversarial Transformation Network. Adversarial Learning of Semantic Relevance in Text to Image Synthesis. Correcting differences in multi-site neuroimaging data using Generative Adversarial Networks. Whitte …
Paper Group ANR 1076

Paper Group ANR 1076

October 16, 2019

Target Transfer Q-Learning and Its Convergence Analysis. A Novel Neural Sequence Model with Multiple Attentions for Word Sense Disambiguation. Emulating dynamic non-linear simulators using Gaussian processes. Tube-CNN: Modeling temporal evolution of appearance for object detection in video. Dialog-context aware end-to-end speech recognition. Speake …
Paper Group ANR 1077

Paper Group ANR 1077

October 16, 2019

Algoritmos Genéticos Aplicado ao Problema de Roteamento de Veículos. Crossbar-aware neural network pruning. Subspace Clustering through Sub-Clusters. Maize Haploid Identification via LSTM-CNN and Hyperspectral Imaging Technology. Building Function Approximators on top of Haar Scattering Networks. Reasons and Means to Model Preferences as Incomplete …
Paper Group ANR 1078

Paper Group ANR 1078

October 16, 2019

Federated Learning with Non-IID Data. MAGAN: Aligning Biological Manifolds. Meta-Embedding as Auxiliary Task Regularization. A Deep Neural Network Sentence Level Classification Method with Context Information. A Hybrid Instance-based Transfer Learning Method. Nonlinear Dimensionality Reduction for Discriminative Analytics of Multiple Datasets. Self …
Paper Group ANR 1079

Paper Group ANR 1079

October 16, 2019

Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions. End-to-end driving simulation via angle branched network. Understanding the Loss Surface of Neural Networks for Binary Classification. Leveraging Gaussian Process and Voting-Empowered Many-Objective Evaluation for Fault Identification. From …
Paper Group ANR 1080

Paper Group ANR 1080

October 16, 2019

RNNs Implicitly Implement Tensor Product Representations. Learning the effect of latent variables in Gaussian Graphical models with unobserved variables. An Attentive Sequence Model for Adverse Drug Event Extraction from Biomedical Text. How Much Restricted Isometry is Needed In Nonconvex Matrix Recovery?. PANDA: Facilitating Usable AI Development. …
Paper Group ANR 1081

Paper Group ANR 1081

October 16, 2019

Cross-modality deep learning brings bright-field microscopy contrast to holography. Towards Learning Sparsely Used Dictionaries with Arbitrary Supports. On the Winograd Schema: Situating Language Understanding in the Data-Information-Knowledge Continuum. Dictionary learning - from local towards global and adaptive. Towards Understanding Limitations …
Paper Group ANR 1082

Paper Group ANR 1082

October 16, 2019

Multimodal Sparse Bayesian Dictionary Learning. Understanding Batch Normalization. Fast Single Image Rain Removal via a Deep Decomposition-Composition Network. Multimodal Explanations: Justifying Decisions and Pointing to the Evidence. An Off-policy Policy Gradient Theorem Using Emphatic Weightings. Image Super-Resolution via RL-CSC: When Residual …
Paper Group ANR 1083

Paper Group ANR 1083

October 16, 2019

ScoutBot: A Dialogue System for Collaborative Navigation. Considerations for a PAP Smear Image Analysis System with CNN Features. Distilled Wasserstein Learning for Word Embedding and Topic Modeling. Proceedings of the eleventh Workshop on Answer Set Programming and Other Computing Paradigms 2018. Fast Flexible Function Dispatch in Julia. Learning …
Paper Group ANR 1084

Paper Group ANR 1084

October 16, 2019

Machine learning based hyperspectral image analysis: A survey. The Greedy Dirichlet Process Filter - An Online Clustering Multi-Target Tracker. Generative Low-Shot Network Expansion. Multi-Task Learning for Extraction of Adverse Drug Reaction Mentions from Tweets. Contextual Bandits with Cross-learning. Deep Variational Reinforcement Learning for P …
Paper Group ANR 1085

Paper Group ANR 1085

October 16, 2019

Style Decomposition for Improved Neural Style Transfer. RxNN: A Framework for Evaluating Deep Neural Networks on Resistive Crossbars. Large Scale Audio-Visual Video Analytics Platform for Forensic Investigations of Terroristic Attacks. 3D Consistent Biventricular Myocardial Segmentation Using Deep Learning for Mesh Generation. Cross-Modality Synthe …
Paper Group ANR 1086

Paper Group ANR 1086

October 16, 2019

Factored Bandits. Learning to Address Health Inequality in the United States with a Bayesian Decision Network. Application of the Ranking Relative Principal Component Attributes Network Model (REL-PCANet) for the Inclusive Development Index Estimation. Stacked Penalized Logistic Regression for Selecting Views in Multi-View Learning. Upgrading from …
Paper Group ANR 1087

Paper Group ANR 1087

October 16, 2019

Unsupervised Learning of Artistic Styles with Archetypal Style Analysis. Accelerating Learning in Constructive Predictive Frameworks with the Successor Representation. Robust Text-to-SQL Generation with Execution-Guided Decoding. The LKPY Package for Recommender Systems Experiments: Next-Generation Tools and Lessons Learned from the LensKit Project …
Paper Group ANR 1088

Paper Group ANR 1088

October 16, 2019

Understanding and Improving Kernel Local Descriptors. Recurrent Neural Networks with Pre-trained Language Model Embedding for Slot Filling Task. Contextual Stochastic Block Models. An Asymptotically Optimal Strategy for Constrained Multi-armed Bandit Problems. PriPeARL: A Framework for Privacy-Preserving Analytics and Reporting at LinkedIn. Imitati …
Paper Group ANR 1089

Paper Group ANR 1089

October 16, 2019

Learning Representative Temporal Features for Action Recognition. Generative Adversarial User Model for Reinforcement Learning Based Recommendation System. Large scale visual place recognition with sub-linear storage growth. Clinical Parameters Prediction for Gait Disorder Recognition. A Deep Ranking Model for Spatio-Temporal Highlight Detection fr …
Paper Group ANR 1090

Paper Group ANR 1090

October 16, 2019

Acoustic Scene Classification: A Competition Review. Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering. Characterization of Convex Objective Functions and Optimal Expected Convergence Rates for SGD. Exploring Gap Filling as a Cheaper Alternative to Reading Comprehension Questionnaires when …
Paper Group ANR 1091

Paper Group ANR 1091

October 16, 2019

Towards Decentralization of Social Media. Constant Step Size Stochastic Gradient Descent for Probabilistic Modeling. Near-Linear Time Local Polynomial Nonparametric Estimation. Fast Decoding in Sequence Models using Discrete Latent Variables. Multi-User Multi-Armed Bandits for Uncoordinated Spectrum Access. Travel Speed Prediction with a Hierarchic …
Paper Group ANR 1092

Paper Group ANR 1092

October 16, 2019

A short review on Applications of Deep learning for Cyber security. Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification. Process Monitoring Using Maximum Sequence Divergence. Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization. Bayesian Optimization Using Monotonicity Information a …
Paper Group ANR 1093

Paper Group ANR 1093

October 16, 2019

EmbNum: Semantic labeling for numerical values with deep metric learning. Study and Observation of the Variation of Accuracies of KNN, SVM, LMNN, ENN Algorithms on Eleven Different Datasets from UCI Machine Learning Repository. An Accurate and Real-time Self-blast Glass Insulator Location Method Based On Faster R-CNN and U-net with Aerial Images. L …
Paper Group ANR 1094

Paper Group ANR 1094

October 16, 2019

Untangling the GDPR Using ConRelMiner. Bayesian Semantic Instance Segmentation in Open Set World. Diffusion Approximations for Online Principal Component Estimation and Global Convergence. Mixed Integer Linear Programming for Feature Selection in Support Vector Machine. Extracting Actionable Knowledge from Domestic Violence Discourses on Social Med …
Paper Group ANR 1095

Paper Group ANR 1095

October 16, 2019

A Practical Algorithm for Distributed Clustering and Outlier Detection. Uniform Convergence of Gradients for Non-Convex Learning and Optimization. Vendor-independent soft tissue lesion detection using weakly supervised and unsupervised adversarial domain adaptation. A Tensor Factorization Method for 3D Super-Resolution with Application to Dental CT …
Paper Group ANR 1096

Paper Group ANR 1096

October 16, 2019

Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI. On Lebesgue Integral Quadrature. A User-based Visual Analytics Workflow for Exploratory Model Analysis. The USTC-NEL Speech Translation system at IWSLT 2018. Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines. Psychological State in Text: A Limitation …
Paper Group ANR 1097

Paper Group ANR 1097

October 16, 2019

Disentangling Aspect and Opinion Words in Target-based Sentiment Analysis using Lifelong Learning. Rank and Rate: Multi-task Learning for Recommender Systems. t-Exponential Memory Networks for Question-Answering Machines. Algebraic Machine Learning. From Gene Expression to Drug Response: A Collaborative Filtering Approach. VideoMem: Constructing, A …
Paper Group ANR 1098

Paper Group ANR 1098

October 16, 2019

Multi-Player Bandits: A Trekking Approach. A Multi-layer Gaussian Process for Motor Symptom Estimation in People with Parkinson’s Disease. Policy Optimization as Wasserstein Gradient Flows. Spectrally approximating large graphs with smaller graphs. Learning to recognize Abnormalities in Chest X-Rays with Location-Aware Dense Networks. A CNN for hom …
Paper Group ANR 1099

Paper Group ANR 1099

October 16, 2019

Semantic Matching Against a Corpus: New Applications and Methods. Deep Learning for Inferring the Surface Solar Irradiance from Sky Imagery. Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model. Generative Model for Material Experiments Based on Prior Knowledge and Attention Mechanism. How should a fixed budget of …
Paper Group ANR 1100

Paper Group ANR 1100

October 16, 2019

First-order Newton-type Estimator for Distributed Estimation and Inference. An Online Algorithm for Learning Buyer Behavior under Realistic Pricing Restrictions. Plan-And-Write: Towards Better Automatic Storytelling. Approximate Bayesian Computation via Population Monte Carlo and Classification. Automated segmentaiton and classification of arteriol …