[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 268
April 2, 2020

Paper Group ANR 268

An Improved Classification Model for Igbo Text Using N-Gram And K-Nearest Neighbour Approaches. Sound field reconstruction in rooms: inpainting meets superresolution. SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models. Short sighted deep learning. Proving the Lottery Ticket Hypothesis: Pruning is All You Need. End-to-e …

Paper Group ANR 269

Paper Group ANR 269

April 2, 2020

Learning to Select Base Classes for Few-shot Classification. Entangled Watermarks as a Defense against Model Extraction. Assessing Robustness of Deep learning Methods in Dermatological Workflow. Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction. Evolution of Scikit-Learn Pipelines with Dynamic …
Paper Group ANR 270

Paper Group ANR 270

April 2, 2020

Sharpe Ratio in High Dimensions: Cases of Maximum Out of Sample, Constrained Maximum, and Optimal Portfolio Choice. A Comparative Evaluation of Pitch Modification Techniques. Incremental Evolution and Development of Deep Artificial Neural Networks. Impact of Semantic Granularity on Geographic Information Search Support. Evaluation of Model Selectio …
Paper Group ANR 271

Paper Group ANR 271

April 2, 2020

Progressive Multi-Stage Learning for Discriminative Tracking. Adversarial Transfer Learning for Punctuation Restoration. Hybrid Models for Open Set Recognition. Real-World Airline Crew Pairing Optimization: Customized Genetic Algorithm versus Column Generation Method. Dropout Prediction over Weeks in MOOCs by Learning Representations of Clicks and …
Paper Group ANR 272

Paper Group ANR 272

April 2, 2020

Synthesis and Edition of Ultrasound Images via Sketch Guided Progressive Growing GANs. SPARE3D: A Dataset for SPAtial REasoning on Three-View Line Drawings. Video Anomaly Detection for Smart Surveillance. Conversational Search for Learning Technologies. ARA : Aggregated RAPPOR and Analysis for Centralized Differential Privacy. TITAN: Future Forecas …
Paper Group ANR 273

Paper Group ANR 273

April 2, 2020

Modeling Engagement in Long-Term, In-Home Socially Assistive Robot Interventions for Children with Autism Spectrum Disorders. The value of text for small business default prediction: A deep learning approach. Counting dense objects in remote sensing images. Spatio-Temporal Action Detection with Multi-Object Interaction. Table Structure Extraction w …
Paper Group ANR 274

Paper Group ANR 274

April 2, 2020

Enriching Consumer Health Vocabulary Using Enhanced GloVe Word Embedding. Learning Generative Models of Tissue Organization with Supervised GANs. Influence of Initialization on the Performance of Metaheuristic Optimizers. Widening and Squeezing: Towards Accurate and Efficient QNNs. AM-MobileNet1D: A Portable Model for Speaker Recognition. A CNN Wit …
Paper Group ANR 275

Paper Group ANR 275

April 2, 2020

A Comparative Evaluation of Temporal Pooling Methods for Blind Video Quality Assessment. Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation. Personal Health Knowledge Graphs for Patients. AI-GAN: Attack-Inspired Generation of Adversarial Examples. HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation. Graph matching …
Paper Group ANR 276

Paper Group ANR 276

April 2, 2020

Accurate Stress Assessment based on functional Near Infrared Spectroscopy using Deep Learning Approach. Fault Diagnosis in Microelectronics Attachment via Deep Learning Analysis of 3D Laser Scans. Adversarial vs behavioural-based defensive AI with joint, continual and active learning: automated evaluation of robustness to deception, poisoning and c …
Paper Group ANR 277

Paper Group ANR 277

April 2, 2020

Joint Unsupervised Learning for the Vertebra Segmentation, Artifact Reduction and Modality Translation of CBCT Images. Dynamic Radar Network of UAVs: A Joint Navigation and Tracking Approach. Mapping Motor Cortex Stimulation to Muscle Responses: A Deep Neural Network Modeling Approach. Top-K Training of GANs: Improving Generators by Making Critics …
Paper Group ANR 278

Paper Group ANR 278

April 2, 2020

Rethinking Batch Normalization in Transformers. Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream. PointAR: Efficient Lighting Estimation for Mobile Augmented Reality. Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification. Distributional semantic modeling: a revised tec …
Paper Group ANR 279

Paper Group ANR 279

April 2, 2020

Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data. High–Dimensional Brain in a High-Dimensional World: Blessing of Dimensionality. Incremental Learning In Online Scenario. DriftSurf: A Risk-competitive Learning Algorithm under Concept Drift. EGGS: A Flexible Approach to Relational Modeling of Social Net …
Paper Group ANR 280

Paper Group ANR 280

April 2, 2020

An IoT-Based System: Big Urban Traffic Data Mining Through Airborne Pollutant Gases Analysis. Cross-layer Feature Pyramid Network for Salient Object Detection. Depthwise Non-local Module for Fast Salient Object Detection Using a Single Thread. ImmuNetNAS: An Immune-network approach for searching Convolutional Neural Network Architectures. Searching …
Paper Group ANR 281

Paper Group ANR 281

April 2, 2020

TensorFlow Audio Models in Essentia. GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end. Does syntax need to grow on trees? Sources of hierarchical inductive bias in sequence-to-sequence networks. The Landscape of Matrix Factorization Revisited. Deep Active Learning for Remote Sensing Object Detection. Video-b …
Paper Group ANR 282

Paper Group ANR 282

April 2, 2020

Few-Shot Learning with Geometric Constraints. Reinforcement Quantum Annealing: A Quantum-Assisted Learning Automata Approach. Being Bayesian, Even Just a Bit, Fixes Overconfidence in ReLU Networks. Crowdsourced Labeling for Worker-Task Specialization Block Model. Feature-Robustness, Flatness and Generalization Error for Deep Neural Networks. When R …
Paper Group ANR 283

Paper Group ANR 283

April 2, 2020

Virtual staining for mitosis detection in Breast Histopathology. Approximation Bounds for Random Neural Networks and Reservoir Systems. Generating Higher-Fidelity Synthetic Datasets with Privacy Guarantees. Learning Stochastic Behaviour of Aggregate Data. Supervised Phrase-boundary Embeddings. Learning the Loss Functions in a Discriminative Space f …
Paper Group ANR 284

Paper Group ANR 284

April 2, 2020

Binary Probability Model for Learning Based Image Compression. Hierarchical Quantized Autoencoders. Efficient Riemannian Optimization on the Stiefel Manifold via the Cayley Transform. Federated Learning for Localization: A Privacy-Preserving Crowdsourcing Method. REAK: Reliability analysis through Error rate-based Adaptive Kriging. Sequential Neura …
Paper Group ANR 285

Paper Group ANR 285

April 2, 2020

An Assignment Problem Formulation for Dominance Move Indicator. DeepPlume: Very High Resolution Real-Time Air Quality Mapping. Generating Word and Document Embeddings for Sentiment Analysis. Forecasting the Intra-Day Spread Densities of Electricity Prices. A characterization of proportionally representative committees. Memristive Properties of Mush …
Paper Group ANR 286

Paper Group ANR 286

April 2, 2020

DuDoNet++: Encoding mask projection to reduce CT metal artifacts. Saliency Enhancement using Gradient Domain Edges Merging. DNN-based Localization from Channel Estimates: Feature Design and Experimental Results. Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting. Learning to simulate and design for structura …
Paper Group ANR 287

Paper Group ANR 287

April 2, 2020

Convolutional-Recurrent Neural Networks on Low-Power Wearable Platforms for Cardiac Arrhythmia Detection. Dimension-free convergence rates for gradient Langevin dynamics in RKHS. DeepBeat: A multi-task deep learning approach to assess signal quality and arrhythmia detection in wearable devices. Topological Descriptors Help Predict Guest Adsorption …
Paper Group ANR 288

Paper Group ANR 288

April 2, 2020

A4 : Evading Learning-based Adblockers. Orchestrating NLP Services for the Legal Domain. U-Det: A Modified U-Net architecture with bidirectional feature network for lung nodule segmentation. Semi-Local 3D Lane Detection and Uncertainty Estimation. Sparsity in Optimal Randomized Classification Trees. Dense Crowds Detection and Surveillance with Dron …
Paper Group ANR 289

Paper Group ANR 289

April 2, 2020

Optimizing Correlated Graspability Score and Grasp Regression for Better Grasp Prediction. T-Net: A Template-Supervised Network for Task-specific Feature Extraction in Biomedical Image Analysis. Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning. Batch Stationary Distribution Estimation. The Effect of Data Augmenta …
Paper Group ANR 290

Paper Group ANR 290

April 2, 2020

Image Analysis Enhanced Event Detection from Geo-tagged Tweet Streams. On generalized residue network for deep learning of unknown dynamical systems. Unfair Exposure of Artists in Music Recommendation. Survey of Privacy-Preserving Collaborative Filtering. Autoencoders. Stochastically Differentiable Probabilistic Programs. Cost-Function-Dependent Ba …
Paper Group ANR 291

Paper Group ANR 291

April 2, 2020

Detection of Obstructive Sleep Apnoea Using Features Extracted from Segmented Time-Series ECG Signals Using a One Dimensional Convolutional Neural Network. ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds. Plant Disease Detection from Images. NMS by Representative Region: Towards Crowded Pedestrian Detection by Proposal Pairing. M …
Paper Group ANR 292

Paper Group ANR 292

April 2, 2020

Predicting the Physical Dynamics of Unseen 3D Objects. TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding. Adaptive Anomaly Detection for IoT Data in Hierarchical Edge Computing. Granular Learning with Deep Generative Models using Highly Contaminated Data. Let Me At Least Learn What You Really Like: Dealing With Noisy Human …
Paper Group ANR 293

Paper Group ANR 293

April 2, 2020

Learning a generative model for robot control using visual feedback. Parameterized Complexity Analysis of Randomized Search Heuristics. Deep Meditations: Controlled navigation of latent space. Automated Formal Synthesis of Lyapunov Neural Networks. Retrospective Analysis of the 2019 MineRL Competition on Sample Efficient Reinforcement Learning. Dee …
Paper Group ANR 294

Paper Group ANR 294

April 2, 2020

Information Condensing Active Learning. Site2Vec: a reference frame invariant algorithm for vector embedding of protein-ligand binding sites. Communication-Efficient Edge AI: Algorithms and Systems. The Synthesizability of Molecules Proposed by Generative Models. Optimizing Streaming Parallelism on Heterogeneous Many-Core Architectures: A Machine L …
Paper Group ANR 295

Paper Group ANR 295

April 2, 2020

SA vs SAA for population Wasserstein barycenter calculation. TIES: Temporal Interaction Embeddings For Enhancing Social Media Integrity At Facebook. FD-GAN: Generative Adversarial Networks with Fusion-discriminator for Single Image Dehazing. Infodemiological Study Using Google Trends on Coronavirus Epidemic in Wuhan, China. Relation Embedding for P …