[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 327
January 30, 2020

Paper Group ANR 327

Forecasting the 2017-2018 Yemen Cholera Outbreak with Machine Learning. Physical Adversarial Attacks Against End-to-End Autoencoder Communication Systems. Cascade Feature Aggregation for Human Pose Estimation. Artistic Enhancement and Style Transfer of Image Edges using Directional Pseudo-coloring. Optimizing Software Effort Estimation Models Using …

Paper Group ANR 328

Paper Group ANR 328

January 30, 2020

Retrofitting Contextualized Word Embeddings with Paraphrases. Label-PEnet: Sequential Label Propagation and Enhancement Networks forWeakly Supervised Instance Segmentation. Evaluating KGR10 Polish word embeddings in the recognition of temporal expressions using BiLSTM-CRF. One-To-Many Multilingual End-to-end Speech Translation. Assessing the Safety …
Paper Group ANR 329

Paper Group ANR 329

January 30, 2020

A geometric interpretation of stochastic gradient descent using diffusion metrics. Single Image Reflection Removal with Physically-based Rendering. From explanation to synthesis: Compositional program induction for learning from demonstration. Classification As Decoder: Trading Flexibility For Control In Neural Dialogue. Reliable training and estim …
Paper Group ANR 330

Paper Group ANR 330

January 30, 2020

Automatically Learning Construction Injury Precursors from Text. Vision-based Navigation Using Deep Reinforcement Learning. Learning Resolution-Invariant Deep Representations for Person Re-Identification. Survival Forests under Test: Impact of the Proportional Hazards Assumption on Prognostic and Predictive Forests for ALS Survival. Multiplicative …
Paper Group ANR 331

Paper Group ANR 331

January 30, 2020

Towards automatic estimation of conversation floors within F-formations. Correlation of Auroral Dynamics and GNSS Scintillation with an Autoencoder. Automated Ground Truth Estimation of Vulnerable Road Users in Automotive Radar Data Using GNSS. Modal-aware Features for Multimodal Hashing. Procedure Planning in Instructional Videos. Feature-Model-Gu …
Paper Group ANR 332

Paper Group ANR 332

January 30, 2020

Weakly-supervised Compositional FeatureAggregation for Few-shot Recognition. Exact Recovery of Tensor Robust Principal Component Analysis under Linear Transforms. Long-Bone Fracture Detection using Artificial Neural Networks based on Line Features of X-ray Images. Hidden Markov Models derived from Behavior Trees. CircConv: A Structured Convolution …
Paper Group ANR 333

Paper Group ANR 333

January 30, 2020

DeepTrax: Embedding Graphs of Financial Transactions. Helen: Maliciously Secure Coopetitive Learning for Linear Models. Clustering with Distributed Data. Linking Graph Entities with Multiplicity and Provenance. Centroid-based deep metric learning for speaker recognition. Fast Weakly Supervised Action Segmentation Using Mutual Consistency. Proving D …
Paper Group ANR 334

Paper Group ANR 334

January 30, 2020

Estimating the Algorithmic Variance of Randomized Ensembles via the Bootstrap. KRM-based Dialogue Management. One-stage Shape Instantiation from a Single 2D Image to 3D Point Cloud. Automatic Routing of Goldstone Diagrams using Genetic Algorithms. Examining the Presence of Gender Bias in Customer Reviews Using Word Embedding. Towards Ethical Machin …
Paper Group ANR 335

Paper Group ANR 335

January 30, 2020

A Novel Deep Neural Network Based Approach for Sparse Code Multiple Access. Distributed Learning of Deep Neural Networks using Independent Subnet Training. Dynamic Learning with Frequent New Product Launches: A Sequential Multinomial Logit Bandit Problem. Angle-Closure Detection in Anterior Segment OCT based on Multi-Level Deep Network. A Variation …
Paper Group ANR 336

Paper Group ANR 336

January 30, 2020

Improving Differentially Private Models with Active Learning. The Design and Implementation of a Scalable DL Benchmarking Platform. Multi-Domain Translation by Learning Uncoupled Autoencoders. Robust, Extensible, and Fast: Teamed Classifiers for Vehicle Tracking and Vehicle Re-ID in Multi-Camera Networks. Efficient Feature Selection of Power Qualit …
Paper Group ANR 337

Paper Group ANR 337

January 30, 2020

Customer Segmentation of Wireless Trajectory Data. Error Analysis on Graph Laplacian Regularized Estimator. Sparse estimation via $\ell_q$ optimization method in high-dimensional linear regression. MuPNet: Multi-modal Predictive Coding Network for Place Recognition by Unsupervised Learning of Joint Visuo-Tactile Latent Representations. Leaky Tiling …
Paper Group ANR 338

Paper Group ANR 338

January 30, 2020

Classification des S{é}ries Temporelles Incertaines par Transformation Shapelet. COSTRA 1.0: A Dataset of Complex Sentence Transformations. Data Efficient Direct Speech-to-Text Translation with Modality Agnostic Meta-Learning. Deep Efficient End-to-end Reconstruction (DEER) Network for Low-dose Few-view Breast CT from Projection Data. The Intrinsic …
Paper Group ANR 339

Paper Group ANR 339

January 30, 2020

Interaction-and-Aggregation Network for Person Re-identification. UrbanRhythm: Revealing Urban Dynamics Hidden in Mobility Data. K-BERT: Enabling Language Representation with Knowledge Graph. Doubly Sparse: Sparse Mixture of Sparse Experts for Efficient Softmax Inference. Attentive Spatio-Temporal Representation Learning for Diving Classification. …
Paper Group ANR 340

Paper Group ANR 340

January 30, 2020

Pixel-aware Deep Function-mixture Network for Spectral Super-Resolution. Free resolutions of function classes via order complexes. A Semi-Automated Approach for Information Extraction, Classification and Analysis of Unstructured Data. Autonomous Voltage Control for Grid Operation Using Deep Reinforcement Learning. Artificial Intelligence and Machin …
Paper Group ANR 341

Paper Group ANR 341

January 30, 2020

Brain-Inspired Hardware for Artificial Intelligence: Accelerated Learning in a Physical-Model Spiking Neural Network. A Deep Spatio-Temporal Fuzzy Neural Network for Passenger Demand Prediction. Pillar in Pillar: Multi-Scale and Dynamic Feature Extraction for 3D Object Detection in Point Clouds. Recommender Systems Notation: Proposed Common Notatio …
Paper Group ANR 342

Paper Group ANR 342

January 30, 2020

Aspect-Sentiment Embeddings for Company Profiling and Employee Opinion Mining. Scene Compliant Trajectory Forecast with Agent-Centric Spatio-Temporal Grids. Categorizing Wireheading in Partially Embedded Agents. Accelerating Large-Kernel Convolution Using Summed-Area Tables. Learned Point Cloud Geometry Compression. Estimation of Muscle Fascicle Or …
Paper Group ANR 343

Paper Group ANR 343

January 30, 2020

High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks. Hierarchic Neighbors Embedding. Modeling the Biological Pathology Continuum with HSIC-regularized Wasserstein Auto-encoders. Incremental Learning from Scratch for Task-Oriented Dialogue Systems. Scalable and Order-robust Continual Learning with Additive Para …
Paper Group ANR 344

Paper Group ANR 344

January 30, 2020

Classifying textual data: shallow, deep and ensemble methods. Learning Restricted Boltzmann Machines with Arbitrary External Fields. Understand Dynamic Regret with Switching Cost for Online Decision Making. Coordination Group Formation for OnLine Coordinated Routing Mechanisms. Spiking Neural Networks and Online Learning: An Overview and Perspectiv …
Paper Group ANR 345

Paper Group ANR 345

January 30, 2020

A Discrete Empirical Interpolation Method for Interpretable Immersion and Embedding of Nonlinear Manifolds. Object Segmentation using Pixel-wise Adversarial Loss. AdvSPADE: Realistic Unrestricted Attacks for Semantic Segmentation. Deep Value Model Predictive Control. StereoDRNet: Dilated Residual Stereo Net. Question Guided Modular Routing Networks …
Paper Group ANR 346

Paper Group ANR 346

January 30, 2020

A Comparative Analysis of Knowledge-Intensive and Data-Intensive Semantic Parsers. A Deep Learning approach for Hindi Named Entity Recognition. Experimental Demonstration of Learned Time-Domain Digital Back-Propagation. Experience Sharing Between Cooperative Reinforcement Learning Agents. Perturbed-History Exploration in Stochastic Linear Bandits. …
Paper Group ANR 347

Paper Group ANR 347

January 30, 2020

SANTLR: Speech Annotation Toolkit for Low Resource Languages. Global Guarantees for Blind Demodulation with Generative Priors. Image Resizing by Reconstruction from Deep Features. Towards Explainable AI Planning as a Service. FKIMNet: A Finger Dorsal Image Matching Network Comparing Component (Major, Minor and Nail) Matching with Holistic (Finger D …
Paper Group ANR 348

Paper Group ANR 348

January 30, 2020

In Search for Linear Relations in Sentence Embedding Spaces. Mining User Behaviour from Smartphone data: a literature review. Active Adversarial Evader Tracking with a Probabilistic Pursuer under the Pursuit-Evasion Game Framework. On the Multiple Descent of Minimum-Norm Interpolants and Restricted Lower Isometry of Kernels. Properties and Extensio …
Paper Group ANR 349

Paper Group ANR 349

January 30, 2020

On the Effectiveness of Low Frequency Perturbations. ConCORDe-Net: Cell Count Regularized Convolutional Neural Network for Cell Detection in Multiplex Immunohistochemistry Images. Compact Approximation for Polynomial of Covariance Feature. Low radiation tomographic reconstruction with and without template information. Towards Universal End-to-End A …
Paper Group ANR 350

Paper Group ANR 350

January 30, 2020

Evaluating the Representational Hub of Language and Vision Models. Gradient Flows and Accelerated Proximal Splitting Methods. Improving Action Localization by Progressive Cross-stream Cooperation. Embedded Constrained Feature Construction for High-Energy Physics Data Classification. Predictive Coding as Stimulus Avoidance in Spiking Neural Networks …
Paper Group ANR 351

Paper Group ANR 351

January 30, 2020

Kernel-Induced Label Propagation by Mapping for Semi-Supervised Classification. A deep learning approach for analyzing the composition of chemometric data. Increasing Expressivity of a Hyperspherical VAE. Real-Time Freespace Segmentation on Autonomous Robots for Detection of Obstacles and Drop-Offs. AC-Teach: A Bayesian Actor-Critic Method for Poli …
Paper Group ANR 352

Paper Group ANR 352

January 30, 2020

Learning Model Bias. Environment Sound Classification using Multiple Feature Channels and Attention based Deep Convolutional Neural Network. Bregman-divergence-guided Legendre exponential dispersion model with finite cumulants (K-LED). Flow Rate Control in Smart District Heating Systems Using Deep Reinforcement Learning. On the Convergence of SARAH …
Paper Group ANR 353

Paper Group ANR 353

January 30, 2020

What Do You Mean I’m Funny? Personalizing the Joke Skill of a Voice-Controlled Virtual Assistant. Deep reinforcement learning for complex evaluation of one-loop diagrams in quantum field theory. Consistency Regularization for Generative Adversarial Networks. AMASS: Archive of Motion Capture as Surface Shapes. Sensory Optimization: Neural Networks a …
Paper Group ANR 354

Paper Group ANR 354

January 30, 2020

A Quaternion-based Certifiably Optimal Solution to the Wahba Problem with Outliers. Improving Captioning for Low-Resource Languages by Cycle Consistency. Evolutionarily-Curated Curriculum Learning for Deep Reinforcement Learning Agents. A Novel method for IDC Prediction in Breast Cancer Histopathology images using Deep Residual Neural Networks. Inf …