[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1307
January 27, 2020

Paper Group ANR 1307

Simulating Execution Time of Tensor Programs using Graph Neural Networks. Towards Robust Image Classification Using Sequential Attention Models. Pay Attention: Leveraging Sequence Models to Predict the Useful Life of Batteries. A Noise-Robust Fast Sparse Bayesian Learning Model. Interpreting chest X-rays via CNNs that exploit disease dependencies a …

Paper Group ANR 1308

Paper Group ANR 1308

January 27, 2020

Learning Navigation Subroutines from Egocentric Videos. Interpretable deep Gaussian processes with moments. Context-aware Entity Linking with Attentive Neural Networks on Wikidata Knowledge Graph. Audio-based automatic mating success prediction of giant pandas. SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild. Ge …
Paper Group ANR 1309

Paper Group ANR 1309

January 27, 2020

MAP Clustering under the Gaussian Mixture Model via Mixed Integer Nonlinear Optimization. Exploring the fitness landscape of a realistic turbofan rotor blade optimization. MxML: Mixture of Meta-Learners for Few-Shot Classification. Markov Decision Process for Video Generation. Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segme …
Paper Group ANR 1310

Paper Group ANR 1310

January 27, 2020

Accurate Congenital Heart Disease Model Generation for 3D Printing. Tuning-Free Disentanglement via Projection. Online Simultaneous Semi-Parametric Dynamics Model Learning. Information-Theoretic Considerations in Batch Reinforcement Learning. A Copula approach for hyperparameter transfer learning. High Throughput Computation of Reference Ranges of …
Paper Group ANR 1311

Paper Group ANR 1311

January 27, 2020

Multi-Sensor 3D Object Box Refinement for Autonomous Driving. SLOAM: Semantic Lidar Odometry and Mapping for Forest Inventory. Semantic Enrichment of Streaming Healthcare Data. Visualizing and Understanding the Effectiveness of BERT. Quadratic Surface Support Vector Machine with L1 Norm Regularization. Constructing a Data Visualization Recommender …
Paper Group ANR 1312

Paper Group ANR 1312

January 27, 2020

Quick, Stat!: A Statistical Analysis of the Quick, Draw! Dataset. Deep Learning for Visual Recognition of Environmental Enteropathy and Celiac Disease. Deep Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood Matching. A Convolutional Neural Network for Language-Agnostic Source Code Summarization. What Do Single-view 3D Rec …
Paper Group ANR 1313

Paper Group ANR 1313

January 27, 2020

Reward Advancement: Transforming Policy under Maximum Causal Entropy Principle. MobileGAN: Skin Lesion Segmentation Using a Lightweight Generative Adversarial Network. There are No Bit Parts for Sign Bits in Black-Box Attacks. Gaussian DAGs on network data. Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders. …
Paper Group ANR 1314

Paper Group ANR 1314

January 27, 2020

Learning Fair Classifiers in Online Stochastic Settings. DWnet: Deep-Wide Network for 3D Action Recognition. Exploring Multi-Banking Customer-to-Customer Relations in AML Context with Poincaré Embeddings. A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data. Device Scheduling with Fast Convergence for Wireless Feder …
Paper Group ANR 1315

Paper Group ANR 1315

January 27, 2020

Towards Geocoding Spatial Expressions. A Novel Approach for Robust Multi Human Action Detection and Recognition based on 3-Dimentional Convolutional Neural Networks. TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition. Exploration of Neural Machine Translation in Autoformalization of Mathematics in Mizar. Influen …
Paper Group ANR 1316

Paper Group ANR 1316

January 27, 2020

PHT-bot: Deep-Learning based system for automatic risk stratification of COPD patients based upon signs of Pulmonary Hypertension. Attention-based Supply-Demand Prediction for Autonomous Vehicles. A Stochastic Variance Reduced Nesterov’s Accelerated Quasi-Newton Method. Anti-efficient encoding in emergent communication. Relaxed Softmax for learning …
Paper Group ANR 1317

Paper Group ANR 1317

January 27, 2020

Localized Trajectories for 2D and 3D Action Recognition. A Regression Framework for Predicting User’s Next Location using Call Detail Records. Task-Driven Common Representation Learning via Bridge Neural Network. We Know Where We Don’t Know: 3D Bayesian CNNs for Uncertainty Quantification of Binary Segmentations for Material Simulations. Safe-Bayes …
Paper Group ANR 1318

Paper Group ANR 1318

January 27, 2020

Diverse mini-batch Active Learning. A Radio Signal Modulation Recognition Algorithm Based on Residual Networks and Attention Mechanisms. FAMNet: Joint Learning of Feature, Affinity and Multi-dimensional Assignment for Online Multiple Object Tracking. Joint Segmentation and Landmark Localization of Fetal Femur in Ultrasound Volumes. Super accurate l …
Paper Group ANR 1319

Paper Group ANR 1319

January 27, 2020

Interactive Image Segmentation using Label Propagation through Complex Networks. A General Decoupled Learning Framework for Parameterized Image Operators. Improving performance and inference on audio classification tasks using capsule networks. Transductive Parsing for Universal Decompositional Semantics. Referring to Objects in Videos using Spatio …
Paper Group ANR 1320

Paper Group ANR 1320

January 27, 2020

SUM: Suboptimal Unitary Multi-task Learning Framework for Spatiotemporal Data Prediction. Modeling default rate in P2P lending via LSTM. Distributed Inexact Successive Convex Approximation ADMM: Analysis-Part I. Deep Dual Relation Modeling for Egocentric Interaction Recognition. On Variational Bounds of Mutual Information. Faster feature selection …
Paper Group ANR 1321

Paper Group ANR 1321

January 27, 2020

Attention Guided Anomaly Localization in Images. Adversarial FDI Attack against AC State Estimation with ANN. Object-Centric Task and Motion Planning in Dynamic Environments. Texture Underfitting for Domain Adaptation. Towards White-box Benchmarks for Algorithm Control. Experience Replay Optimization. Deep Parametric Indoor Lighting Estimation. Who …
Paper Group ANR 1322

Paper Group ANR 1322

January 27, 2020

Face Detection in Camera Captured Images of Identity Documents under Challenging Conditions. Self-Selective Correlation Ship Tracking Method for Smart Ocean System. Rethinking Arithmetic for Deep Neural Networks. Textual analysis of artificial intelligence manuscripts reveals features associated with peer review outcome. Longitudinal Motion Plannin …
Paper Group ANR 1323

Paper Group ANR 1323

January 27, 2020

Aesthetics of Neural Network Art. Road-network-based Rapid Geolocalization. Convolutional Neural Networks for Speech Controlled Prosthetic Hands. Generalisation in fully-connected neural networks for time series forecasting. General Method for Prime-point Cyclic Convolution over the Real Field. Automated Model Selection with Bayesian Quadrature. Ca …
Paper Group ANR 1324

Paper Group ANR 1324

January 27, 2020

$DC^2$: A Divide-and-conquer Algorithm for Large-scale Kernel Learning with Application to Clustering. Quadratic Q-network for Learning Continuous Control for Autonomous Vehicles. Crime Analysis using Open Source Information. Augmenting Non-Collaborative Dialog Systems with Explicit Semantic and Strategic Dialog History. Challenges in Building Inte …
Paper Group ANR 1325

Paper Group ANR 1325

January 27, 2020

A Formalization of Robustness for Deep Neural Networks. Attribution-driven Causal Analysis for Detection of Adversarial Examples. Convolutional Neural Network-based Topology Optimization (CNN-TO) By Estimating Sensitivity of Compliance from Material Distribution. Face Liveness Detection Based on Client Identity Using Siamese Network. Updates-Leak: …
Paper Group ANR 1326

Paper Group ANR 1326

January 27, 2020

Weather event severity prediction using buoy data and machine learning. Learning Your Way Without Map or Compass: Panoramic Target Driven Visual Navigation. Measuring Mother-Infant Emotions By Audio Sensing. Aggregated Hold-Out. Improving Visual Feature Extraction in Glacial Environments. Online Learning with Diverse User Preferences. NeoNav: Impro …
Paper Group ANR 1327

Paper Group ANR 1327

January 27, 2020

Viterbi Extraction tutorial with Hidden Markov Toolkit. Breaking the Spatio-Angular Trade-off for Light Field Super-Resolution via LSTM Modelling on Epipolar Plane Images. A Forest from the Trees: Generation through Neighborhoods. Selective prediction-set models with coverage guarantees. Escaping Saddle Points for Zeroth-order Nonconvex Optimizatio …
Paper Group ANR 1328

Paper Group ANR 1328

January 27, 2020

Sams-Net: A Sliced Attention-based Neural Network for Music Source Separation. The Mode of Computing. Multi-Kernel Prediction Networks for Denoising of Burst Images. Learning an Effective Equivariant 3D Descriptor Without Supervision. Towards Pure End-to-End Learning for Recognizing Multiple Text Sequences from an Image. Non-Parametric Inference Ad …
Paper Group ANR 1329

Paper Group ANR 1329

January 27, 2020

Hindi Question Generation Using Dependency Structures. Evolutionary Dataset Optimisation: learning algorithm quality through evolution. Learning Internal Representations (COLT 1995). Multi-scale GANs for Memory-efficient Generation of High Resolution Medical Images. Word Embeddings for Sentiment Analysis: A Comprehensive Empirical Survey. Transfera …
Paper Group ANR 1330

Paper Group ANR 1330

January 27, 2020

Unsupervised Data Uncertainty Learning in Visual Retrieval Systems. Shape Detection of Liver From 2D Ultrasound Images. Two-Stage Convolutional Neural Network Architecture for Lung Nodule Detection. Discrete Optimal Graph Clustering. Distribution Calibration for Regression. Computer-aided Detection of Squamous Carcinoma of the Cervix in Whole Slide …
Paper Group ANR 1331

Paper Group ANR 1331

January 27, 2020

Projection-to-Projection Translation for Hybrid X-ray and Magnetic Resonance Imaging. Audience measurement using a top-view camera and oriented trajectories. I-MAD: A Novel Interpretable Malware Detector Using Hierarchical Transformer. Multi-player Multi-Armed Bandits with non-zero rewards on collisions for uncoordinated spectrum access. A novel me …
Paper Group ANR 1332

Paper Group ANR 1332

January 27, 2020

On the Minimax Optimality of Estimating the Wasserstein Metric. Soft-ranking Label Encoding for Robust Facial Age Estimation. Customizing Pareto Simulated Annealing for Multi-objective Optimization of Control Cabinet Layout. Truck Traffic Monitoring with Satellite Images. ViewSynth: Learning Local Features from Depth using View Synthesis. Fast Mult …
Paper Group ANR 1333

Paper Group ANR 1333

January 27, 2020

Contextual Online False Discovery Rate Control. Volumetric Capture of Humans with a Single RGBD Camera via Semi-Parametric Learning. Directing DNNs Attention for Facial Attribution Classification using Gradient-weighted Class Activation Mapping. A Useful Taxonomy for Adversarial Robustness of Neural Networks. M3D-GAN: Multi-Modal Multi-Domain Trans …
Paper Group ANR 1334

Paper Group ANR 1334

January 27, 2020

Unsupervised Deep Structured Semantic Models for Commonsense Reasoning. 3D Morphable Face Models – Past, Present and Future. DenseAttentionSeg: Segment Hands from Interacted Objects Using Depth Input. Model-Free Learning of Optimal Ergodic Policies in Wireless Systems. Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors. …