[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 747
January 29, 2020

Paper Group ANR 747

Your Gameplay Says It All: Modelling Motivation in Tom Clancy’s The Division. Solving the Reaction-Diffusion equation based on analytical methods and deep learning algorithm; the Case study of sulfate attack to concrete. A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing. High-speed Video from Asynchronous Camera A …

Paper Group ANR 748

Paper Group ANR 748

January 29, 2020

Learning Multi-Stage Sparsification for Maximum Clique Enumeration. A reaction network scheme which implements inference and learning for Hidden Markov Models. Leveraging Pretrained Word Embeddings for Part-of-Speech Tagging of Code Switching Data. Deep Angular Embedding and Feature Correlation Attention for Breast MRI Cancer Analysis. Blended Matc …
Paper Group ANR 749

Paper Group ANR 749

January 29, 2020

Randomized Reactive Redundancy for Byzantine Fault-Tolerance in Parallelized Learning. Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs. Automatic Ensemble Learning for Online Influence Maximization. Learning retrosynthetic planning through self-play. Controlling Text Complexity in Neural Machine Translation. Triply R …
Paper Group ANR 750

Paper Group ANR 750

January 29, 2020

FatSegNet : A Fully Automated Deep Learning Pipeline for Adipose Tissue Segmentation on Abdominal Dixon MRI. A Strategy for Expert Recommendation From Open Data Available on the Lattes Platform. A Convolutional Network for Sleep Stages Classification. Neuralogram: A Deep Neural Network Based Representation for Audio Signals. Quadruply Stochastic Gr …
Paper Group ANR 751

Paper Group ANR 751

January 29, 2020

Towards Verifying Robustness of Neural Networks Against Semantic Perturbations. Multi-modal dialog for browsing large visual catalogs using exploration-exploitation paradigm in a joint embedding space. Domain Adversarial Reinforcement Learning for Partial Domain Adaptation. Query-by-example on-device keyword spotting. Reinforcement Learning in Heal …
Paper Group ANR 752

Paper Group ANR 752

January 29, 2020

A Robust Iris Authentication System on GPU-Based Edge Devices using Multi-Modalities Learning Model. Alignment Free and Distortion Robust Iris Recognition. Optimized data exploration applied to the simulation of a chemical process. Only Time Can Tell: Discovering Temporal Data for Temporal Modeling. Merging variables: one technique of search in pse …
Paper Group ANR 753

Paper Group ANR 753

January 29, 2020

PVNet: A LRCN Architecture for Spatio-Temporal Photovoltaic PowerForecasting from Numerical Weather Prediction. Adversarial Risk via Optimal Transport and Optimal Couplings. Training Auto-encoder-based Optimizers for Terahertz Image Reconstruction. Macro Action Reinforcement Learning with Sequence Disentanglement using Variational Autoencoder. High …
Paper Group ANR 754

Paper Group ANR 754

January 29, 2020

General Convolutional Sparse Coding with Unknown Noise. Fully Automated Multi-Organ Segmentation in Abdominal Magnetic Resonance Imaging with Deep Neural Networks. Comparison of Different Spike Sorting Subtechniques Based on Rat Brain Basolateral Amygdala Neuronal Activity. Extending Description Logic EL++ with Linear Constraints on the Probability …
Paper Group ANR 755

Paper Group ANR 755

January 29, 2020

Conversation Generation with Concept Flow. Deep Tensor Factorization for Spatially-Aware Scene Decomposition. A Graph-Based Framework to Bridge Movies and Synopses. Hamming Sentence Embeddings for Information Retrieval. Unsupervised Rank-Preserving Hashing for Large-Scale Image Retrieval. A Rule-Based System for Explainable Donor-Patient Matching i …
Paper Group ANR 756

Paper Group ANR 756

January 29, 2020

Towards AutoML in the presence of Drift: first results. The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design. SpineNet: Learning Scale-Permuted Backbone for Recognition and Localization. Learning Efficient Multi-agent Communication: An Information Bottleneck Approach. EDUCE: Explaining model Decisions through …
Paper Group ANR 757

Paper Group ANR 757

January 29, 2020

The Quo Vadis submission at Traffic4cast 2019. Neural Abstractive Text Summarization and Fake News Detection. Learning Feature Interactions with Lorentzian Factorization Machine. On the Impact of the Activation Function on Deep Neural Networks Training. Addressing Delayed Feedback for Continuous Training with Neural Networks in CTR prediction. Scen …
Paper Group ANR 758

Paper Group ANR 758

January 29, 2020

Deep Spiking Neural Network with Spike Count based Learning Rule. Speaker Sincerity Detection based on Covariance Feature Vectors and Ensemble Methods. Multimodal Age and Gender Classification Using Ear and Profile Face Images. Synthetic Datasets for Neural Program Synthesis. PDH : Probabilistic deep hashing based on MAP estimation of Hamming dista …
Paper Group ANR 759

Paper Group ANR 759

January 29, 2020

A system for generating complex physically accurate sensor images for automotive applications. Recognition of Multiple Food Items in a Single Photo for Use in a Buffet-Style Restaurant. Robust Model Predictive Shielding for Safe Reinforcement Learning with Stochastic Dynamics. BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using T …
Paper Group ANR 760

Paper Group ANR 760

January 29, 2020

Preprocessing Methods and Pipelines of Data Mining: An Overview. ArCo: the Italian Cultural Heritage Knowledge Graph. Deep Detector Health Management under Adversarial Campaigns. Hyperparameter Optimisation with Early Termination of Poor Performers. A Targeted Acceleration and Compression Framework for Low bit Neural Networks. Algorithms for certai …
Paper Group ANR 761

Paper Group ANR 761

January 29, 2020

Towards Accurate Camera Geopositioning by Image Matching. Cause Identification of Electromagnetic Transient Events using Spatiotemporal Feature Learning. Variance Estimation For Dynamic Regression via Spectrum Thresholding. Visual Understanding of Multiple Attributes Learning Model of X-Ray Scattering Images. Anomaly Detection with Adversarial Dual …
Paper Group ANR 762

Paper Group ANR 762

January 29, 2020

Learning and T-Norms Theory. Mobile Recognition of Wikipedia Featured Sites using Deep Learning and Crowd-sourced Imagery. Efficient Object Detection Model for Real-Time UAV Applications. Real-Time 3D Model Tracking in Color and Depth on a Single CPU Core. Scene Graph based Image Retrieval – A case study on the CLEVR Dataset. ROI Regularization fo …
Paper Group ANR 763

Paper Group ANR 763

January 29, 2020

Deep learning assessment of breast terminal duct lobular unit involution: towards automated prediction of breast cancer risk. P-ODN: Prototype based Open Deep Network for Open Set Recognition. LATTE: Latent Type Modeling for Biomedical Entity Linking. YELM: End-to-End Contextualized Entity Linking. Object Detection in Specific Traffic Scenes using …
Paper Group ANR 764

Paper Group ANR 764

January 29, 2020

Optimal Unsupervised Domain Translation. On Stationary-Point Hitting Time and Ergodicity of Stochastic Gradient Langevin Dynamics. Multi-Grained Spatio-temporal Modeling for Lip-reading. Beyond Adaptive Submodularity: Approximation Guarantees of Greedy Policy with Adaptive Submodularity Ratio. Double Transfer Learning for Breast Cancer Histopatholo …
Paper Group ANR 765

Paper Group ANR 765

January 29, 2020

A generic rule-based system for clinical trial patient selection. Recommendation Engine for Lower Interest Borrowing on Peer to Peer Lending (P2PL) Platform. Teacher-Student Framework Enhanced Multi-domain Dialogue Generation. Composite Event Recognition for Maritime Monitoring. Inferring the dynamics of oscillatory systems using recurrent neural n …
Paper Group ANR 766

Paper Group ANR 766

January 29, 2020

A Critical Analysis of Biased Parsers in Unsupervised Parsing. Smooth Adversarial Examples. Non-negative representation based discriminative dictionary learning for face recognition. Inductive Guided Filter: Real-time Deep Image Matting with Weakly Annotated Masks on Mobile Devices. From Observability to Significance in Distributed Information Syst …
Paper Group ANR 767

Paper Group ANR 767

January 29, 2020

Lightweight and Unobtrusive Data Obfuscation at IoT Edge for Remote Inference. Beyond Top-Grasps Through Scene Completion. Trajectory-Based Recognition of Dynamic Persian Sign Language Using Hidden Markov Model. Neural Decoder for Topological Codes using Pseudo-Inverse of Parity Check Matrix. A Baseline Neural Machine Translation System for Indian …
Paper Group ANR 768

Paper Group ANR 768

January 29, 2020

Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation. Sign Language Recognition Analysis using Multimodal Data. MinCall - MinION end2end convolutional deep learning basecaller. AI-based Pilgrim Detection using Convolutional Neural Networks. Obj-GloVe: Scene-Based Contextual Object Embedding. Fake news detection using Deep …
Paper Group ANR 769

Paper Group ANR 769

January 29, 2020

The Complexity of Making the Gradient Small in Stochastic Convex Optimization. Reference-Based Sequence Classification. On the Importance of Delexicalization for Fact Verification. Attributed Graph Learning with 2-D Graph Convolution. Conversational Product Search Based on Negative Feedback. Distribution-Dependent Analysis of Gibbs-ERM Principle. N …
Paper Group ANR 1000

Paper Group ANR 1000

January 28, 2020

Error Correcting Algorithms for Sparsely Correlated Regressors. Bayesian Image Classification with Deep Convolutional Gaussian Processes. Architecture Compression. Plasmodium Detection Using Simple CNN and Clustered GLCM Features. Diameter-based Interactive Structure Discovery. A Causality-Guided Prediction of the TED Talk Ratings from the Speech-T …
Paper Group ANR 1001

Paper Group ANR 1001

January 28, 2020

Multi-user Augmented Reality Application for Video Communication in Virtual Space. Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype. Strong Log-Concavity Does Not Imply Log-Submodularity. DeepAtom: A Framework for Protein-Ligand Binding Affinity Prediction. Schrödinger-ANI: An Eight-Element Neural Network Interaction Potentia …
Paper Group ANR 1002

Paper Group ANR 1002

January 28, 2020

Lipschitz Adaptivity with Multiple Learning Rates in Online Learning. An Online Topic Modeling Framework with Topics Automatically Labeled. Detection of Classifier Inconsistencies in Image Steganalysis. Inferring Global Dynamics of a Black-Box System Using Machine Learning. Adversarial attacks on Copyright Detection Systems. A Corpus-free State2Seq …
Paper Group ANR 1003

Paper Group ANR 1003

January 28, 2020

Adversarial Language Games for Advanced Natural Language Intelligence. Bootstrap Model Ensemble and Rank Loss for Engagement Intensity Regression. ZstGAN: An Adversarial Approach for Unsupervised Zero-Shot Image-to-Image Translation. Network Transplanting (extended abstract). Automated Non-Destructive Inspection of Fused Filament Fabrication Compon …
Paper Group ANR 1004

Paper Group ANR 1004

January 28, 2020

DLA: Dense-Layer-Analysis for Adversarial Example Detection. Sparse Lifting of Dense Vectors: Unifying Word and Sentence Representations. Liability Design for Autonomous Vehicles and Human-Driven Vehicles: A Hierarchical Game-Theoretic Approach. Robust Dense Mapping for Large-Scale Dynamic Environments. Prospect Theory Based Crowdsourcing for Class …