[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1531
January 26, 2020

Paper Group ANR 1531

Scalable Source Code Similarity Detection in Large Code Repositories. It Runs in the Family: Searching for Similar Names using Digitized Family Trees. Where is the Information in a Deep Neural Network?. Automatic Discovery of Privacy-Utility Pareto Fronts. Surface Type Classification for Autonomous Robot Indoor Navigation. A Group-Theoretic Framewo …

Paper Group ANR 1532

Paper Group ANR 1532

January 26, 2020

WeNet: Weighted Networks for Recurrent Network Architecture Search. A Strategy for Adaptive Sampling of Multi-fidelity Gaussian Process to Reduce Predictive Uncertainty. Myocardial Infarction Quantification From Late Gadolinium Enhancement MRI Using Top-hat Transforms and Neural Networks. Vision and Language: from Visual Perception to Content Creat …
Paper Group ANR 1533

Paper Group ANR 1533

January 26, 2020

The African Wildlife Ontology tutorial ontologies: requirements, design, and content. Neural Network Verification for the Masses (of AI graduates). Challenging On Car Racing Problem from OpenAI gym. Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification. Short-Term Prediction and Multi-Camera Fusion on Semantic Grids. VASE: Varia …
Paper Group ANR 1534

Paper Group ANR 1534

January 26, 2020

Tracking-Assisted Segmentation of Biological Cells. Multi-stage Pretraining for Abstractive Summarization. Link Prediction in Multiplex Networks based on Interlayer Similarity. Adversarial Attack and Defense on Point Sets. Summary Level Training of Sentence Rewriting for Abstractive Summarization. A Bayesian Deep Learning Framework for End-To-End P …
Paper Group ANR 1535

Paper Group ANR 1535

January 26, 2020

Tuned Inception V3 for Recognizing States of Cooking Ingredients. Parallel Total Variation Distance Estimation with Neural Networks for Merging Over-Clusterings. Purifying Real Images with an Attention-guided Style Transfer Network for Gaze Estimation. Feature Detection and Attenuation in Embeddings. Deep Reference Generation with Multi-Domain Hier …
Paper Group ANR 1536

Paper Group ANR 1536

January 26, 2020

Offspring Population Size Matters when Comparing Evolutionary Algorithms with Self-Adjusting Mutation Rates. CED: Color Event Camera Dataset. Parallel Medical Imaging: A New Data-Knowledge-Driven Evolutionary Framework for Medical Image Analysis. Decentralised Sparse Multi-Task Regression. Shallow Triple Stream Three-dimensional CNN (STSTNet) for M …
Paper Group ANR 1537

Paper Group ANR 1537

January 26, 2020

Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding. Optimization of Inf-Convolution Regularized Nonconvex Composite Problems. Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures. Landscape Complexity for the Empirical Risk of Generalized Linear Models. Self-supervis …
Paper Group ANR 1538

Paper Group ANR 1538

January 26, 2020

A Memoization Framework for Scaling Submodular Optimization to Large Scale Problems. Patch-level Neighborhood Interpolation: A General and Effective Graph-based Regularization Strategy. Visual Context-aware Convolution Filters for Transformation-invariant Neural Network. Language Transfer for Early Warning of Epidemics from Social Media. Finite-Tim …
Paper Group ANR 1539

Paper Group ANR 1539

January 26, 2020

Improving Robustness of ReRAM-based Spiking Neural Network Accelerator with Stochastic Spike-timing-dependent-plasticity. From Multi-modal Property Dataset to Robot-centric Conceptual Knowledge About Household Objects. Generating Multi-Sentence Abstractive Summaries of Interleaved Texts. Advances in Machine Learning for the Behavioral Sciences. Dir …
Paper Group ANR 1540

Paper Group ANR 1540

January 26, 2020

A memory enhanced LSTM for modeling complex temporal dependencies. Adversarial Representation Learning for Text-to-Image Matching. Modelling Early User-Game Interactions for Joint Estimation of Survival Time and Churn Probability. Learning Discrepancy Models From Experimental Data. The Usage of Web Search for Software Engineering. How much do you p …
Paper Group ANR 1541

Paper Group ANR 1541

January 26, 2020

Understanding Knowledge Distillation in Non-autoregressive Machine Translation. Doubly Robust Crowdsourcing. Free Gap Information from the Differentially Private Sparse Vector and Noisy Max Mechanisms. Active Perception in Adversarial Scenarios using Maximum Entropy Deep Reinforcement Learning. Translating SAR to Optical Images for Assisted Interpr …
Paper Group ANR 1542

Paper Group ANR 1542

January 26, 2020

Joint Learning of Brain Lesion and Anatomy Segmentation from Heterogeneous Datasets. Self-Attention with Structural Position Representations. Inspecting and Interacting with Meaningful Music Representations using VAE. Gextext: Disease Network Extraction from Biomedical Literature. On the Convergence of Memory-Based Distributed SGD. An Extensible In …
Paper Group ANR 1543

Paper Group ANR 1543

January 26, 2020

Collaborative representation-based robust face recognition by discriminative low-rank representation. OCC: A Smart Reply System for Efficient In-App Communications. Cramnet: Layer-wise Deep Neural Network Compression with Knowledge Transfer from a Teacher Network. Multimodal Uncertainty Reduction for Intention Recognition in Human-Robot Interaction …
Paper Group ANR 1544

Paper Group ANR 1544

January 26, 2020

Citizens’ Emotion on GST: A Spatio-Temporal Analysis over Twitter Data. Diagnosing Reinforcement Learning for Traffic Signal Control. A Bayesian Approach for Accurate Classification-Based Aggregates. OutdoorSent: Sentiment Analysis of Urban Outdoor Images by Using Semantic and Deep Features. Identity-Aware Deep Face Hallucination via Adversarial Fa …
Paper Group ANR 1545

Paper Group ANR 1545

January 26, 2020

PyramidBox++: High Performance Detector for Finding Tiny Face. Random Matrix Improved Covariance Estimation for a Large Class of Metrics. Further results on structured regression for multi-scale networks. Data Efficient Reinforcement Learning for Legged Robots. Implicit Recursive Characteristics of STOP. Machine Learning based English Sentiment Ana …
Paper Group ANR 1546

Paper Group ANR 1546

January 26, 2020

Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering. Disease Identification From Unstructured User Input. Designing over uncertain outcomes with stochastic sampling Bayesian optimization. Modeling and Optimization of Human-machine Interaction Processes via the Maximum Entropy Principle. TUNet: Incorporatin …
Paper Group ANR 1547

Paper Group ANR 1547

January 26, 2020

Time-Dynamic Estimates of the Reliability of Deep Semantic Segmentation Networks. Towards Successful Social Media Advertising: Predicting the Influence of Commercial Tweets. Predicting Choice with Set-Dependent Aggregation. Extracting robust and accurate features via a robust information bottleneck. Hybrid-Attention based Decoupled Metric Learning …
Paper Group ANR 1548

Paper Group ANR 1548

January 26, 2020

WhiteNet: Phishing Website Detection by Visual Whitelists. Graph Neural Networks with Generated Parameters for Relation Extraction. Image-Guided Depth Sampling and Reconstruction. Proper-Composite Loss Functions in Arbitrary Dimensions. Efficient Planning under Partial Observability with Unnormalized Q Functions and Spectral Learning. An Exact Refo …
Paper Group ANR 1549

Paper Group ANR 1549

January 26, 2020

Structured Pruning of Recurrent Neural Networks through Neuron Selection. How to Prove Your Model Belongs to You: A Blind-Watermark based Framework to Protect Intellectual Property of DNN. Modeling question asking using neural program generation. Learning Dependency Structures for Weak Supervision Models. Deep Two-path Semi-supervised Learning for …
Paper Group ANR 1550

Paper Group ANR 1550

January 26, 2020

Multimodal Semantic Attention Network for Video Captioning. Stability and Generalization of Graph Convolutional Neural Networks. Automatic financial feature construction based on neural network. Recognizing License Plates in Real-Time. Divide and Couple: Using Monte Carlo Variational Objectives for Posterior Approximation. Effective transfer learni …
Paper Group ANR 1551

Paper Group ANR 1551

January 26, 2020

Examining Gender Bias in Languages with Grammatical Gender. Towards a Rigorous Evaluation of XAI Methods on Time Series. Transaction Confirmation Time Prediction in Ethereum Blockchain Using Machine Learning. Periocular Recognition in the Wild with Orthogonal Combination of Local Binary Coded Pattern in Dual-stream Convolutional Neural Network. A R …
Paper Group ANR 1552

Paper Group ANR 1552

January 26, 2020

Conditional Markov Chain Search for the Generalised Travelling Salesman Problem for Warehouse Order Picking. Learning Nonlinear State Space Models with Hamiltonian Sequential Monte Carlo Sampler. Bootstrapping Domain-Specific Content Discovery on the Web. Safe global optimization of expensive noisy black-box functions in the $δ$-Lipschitz framework …
Paper Group ANR 1553

Paper Group ANR 1553

January 26, 2020

Improved PAC-Bayesian Bounds for Linear Regression. Reinforcement Learning with Convolutional Reservoir Computing. Detecting Hardly Visible Roads in Low-Resolution Satellite Time Series Data. Fast Portrait Segmentation with extremely light-weight network. The LoDoPaB-CT Dataset: A Benchmark Dataset for Low-Dose CT Reconstruction Methods. Attention …
Paper Group ANR 1554

Paper Group ANR 1554

January 26, 2020

NarrativeTime: Dense High-Speed Temporal Annotation on a Timeline. Enhancing Neural Sequence Labeling with Position-Aware Self-Attention. Generative Dialog Policy for Task-oriented Dialog Systems. Unsupervised shape and motion analysis of 3822 cardiac 4D MRIs of UK Biobank. Stochastic learning control of inhomogeneous quantum ensembles. Load Balanc …
Paper Group ANR 1555

Paper Group ANR 1555

January 26, 2020

No Adjective Ordering Mystery, and No Raven Paradox, Just an Ontological Mishap. Can SGD Learn Recurrent Neural Networks with Provable Generalization?. Finding new routes for integrating Multi-Agent Systems using Apache Camel. Predicting Behavior in Cancer-Afflicted Patient and Spouse Interactions using Speech and Language. Cloze-driven Pretraining …
Paper Group ANR 1556

Paper Group ANR 1556

January 26, 2020

Knowledge Enhanced Attention for Robust Natural Language Inference. DLBC: A Deep Learning-Based Consensus in Blockchains for Deep Learning Services. Frame-Recurrent Video Inpainting by Robust Optical Flow Inference. Riemannian optimization on the simplex of positive definite matrices. Embedding Biomedical Ontologies by Jointly Encoding Network Stru …
Paper Group ANR 1557

Paper Group ANR 1557

January 26, 2020

Controllable Data Synthesis Method for Grammatical Error Correction. Brain Tumor Synthetic Segmentation in 3D Multimodal MRI Scans. Interpreting deep learning prediction of the Parkinson’s disease diagnosis from SPECT imaging. Obfuscation via Information Density Estimation. Analyzing the Limitations of Cross-lingual Word Embedding Mappings. Multisc …
Paper Group ANR 1558

Paper Group ANR 1558

January 26, 2020

Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets. Spatio-temporal Manifold Learning for Human Motions via Long-horizon Modeling. Graph Convolution for Multimodal Information Extraction from Visually Rich Documents. Early Prediction of Alzheimer’s Disease Dementia Based on Baseline Hippocampal MRI and 1-Year Foll …