[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 178
October 19, 2019

Paper Group ANR 178

Sum-Product Networks for Sequence Labeling. Lifted Marginal MAP Inference. Attention, Please! Adversarial Defense via Attention Rectification and Preservation. Multimodal Machine Translation with Reinforcement Learning. Density estimation for shift-invariant multidimensional distributions. Joint Person Segmentation and Identification in Synchronize …

Paper Group ANR 179

Paper Group ANR 179

October 19, 2019

Multi-granularity Generator for Temporal Action Proposal. Subsampled Optimization: Statistical Guarantees, Mean Squared Error Approximation, and Sampling Method. Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold. Multidomain Document Layout Understanding using Few Shot Object Detection. Intrinsic Universal Measurements o …
Paper Group ANR 180

Paper Group ANR 180

October 19, 2019

Deep Spectral Reflectance and Illuminant Estimation from Self-Interreflections. Generative Models for Fast Calorimeter Simulation.LHCb case. Band Selection from Hyperspectral Images Using Attention-based Convolutional Neural Networks. Adapting predominant and novel sense discovery algorithms for identifying corpus-specific sense differences. Deep N …
Paper Group ANR 181

Paper Group ANR 181

October 19, 2019

Eliciting Worker Preference for Task Completion. Continuously Constructive Deep Neural Networks. Seed-Point Based Geometric Partitioning of Nuclei Clumps. The Sparse Manifold Transform. On Polynomial time Constructions of Minimum Height Decision Tree. Knowledge-driven generative subspaces for modeling multi-view dependencies in medical data. Self-S …
Paper Group ANR 182

Paper Group ANR 182

October 19, 2019

Detecting and Explaining Drifts in Yearly Grant Applications. Automated Playtesting with Procedural Personas through MCTS with Evolved Heuristics. How Complex is your classification problem? A survey on measuring classification complexity. eCommerceGAN : A Generative Adversarial Network for E-commerce. Post-prognostics decision in Cyber-Physical Sy …
Paper Group ANR 183

Paper Group ANR 183

October 19, 2019

Routing Driverless Transport Vehicles in Car Assembly with Answer Set Programming. Orthogonal Deep Features Decomposition for Age-Invariant Face Recognition. CASED: Curriculum Adaptive Sampling for Extreme Data Imbalance. Phase Retrieval Under a Generative Prior. Incorporating Dictionaries into Deep Neural Networks for the Chinese Clinical Named En …
Paper Group ANR 184

Paper Group ANR 184

October 19, 2019

Sleep-deprived Fatigue Pattern Analysis using Large-Scale Selfies from Social Med. Late Fusion of Local Indexing and Deep Feature Scores for Fast Image-to-Video Search on Large-Scale Databases. Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation. Imperfect Segmentation Labels: How Much Do They Matter?. Organ at Risk …
Paper Group ANR 185

Paper Group ANR 185

October 19, 2019

A Survey of Domain Adaptation for Neural Machine Translation. A Neural Network Aided Approach for LDPC Coded DCO-OFDM with Clipping Distortion. Regularizing Deep Networks by Modeling and Predicting Label Structure. InceptB: A CNN Based Classification Approach for Recognizing Traditional Bengali Games. Hallucinating Agnostic Images to Generalize Acr …
Paper Group ANR 186

Paper Group ANR 186

October 19, 2019

Bias Amplification in Artificial Intelligence Systems. Machine learning for prediction of extreme statistics in modulation instability. Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian Resource. Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data. Learning Robust Heterogeneous Signal Features f …
Paper Group ANR 187

Paper Group ANR 187

October 19, 2019

Automatically Detecting Self-Reported Birth Defect Outcomes on Twitter for Large-scale Epidemiological Research. Faster k-Medoids Clustering: Improving the PAM, CLARA, and CLARANS Algorithms. Probabilistic Multilevel Clustering via Composite Transportation Distance. Exploiting Deep Learning for Persian Sentiment Analysis. Dynamic Multivariate Funct …
Paper Group ANR 188

Paper Group ANR 188

October 19, 2019

DynMat, a network that can learn after learning. Multi-Kernel Diffusion CNNs for Graph-Based Learning on Point Clouds. Video Frame Interpolation by Plug-and-Play Deep Locally Linear Embedding. ToxicBlend: Virtual Screening of Toxic Compounds with Ensemble Predictors. Computational Decomposition of Style for Controllable and Enhanced Style Transfer. …
Paper Group ANR 189

Paper Group ANR 189

October 19, 2019

Why Is My Classifier Discriminatory?. Nudging Neural Conversational Model with Domain Knowledge. HAMLET: Hierarchical Harmonic Filters for Learning Tracts from Diffusion MRI. OneNet: Joint Domain, Intent, Slot Prediction for Spoken Language Understanding. A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm …
Paper Group ANR 190

Paper Group ANR 190

October 19, 2019

Directed Exploration in PAC Model-Free Reinforcement Learning. Query2Vec: An Evaluation of NLP Techniques for Generalized Workload Analytics. Learning agent’s spatial configuration from sensorimotor invariants. Reinforcement learning for non-prehensile manipulation: Transfer from simulation to physical system. Penalized matrix decomposition for den …
Paper Group ANR 191

Paper Group ANR 191

October 19, 2019

Generating Counterfactual Explanations with Natural Language. Wireless Data Acquisition for Edge Learning: Data-Importance Aware Retransmission. Long Short-Term Attention. Relative concentration bounds for the spectrum of kernel matrices. Finite-time optimality of Bayesian predictors. You Only Search Once: Single Shot Neural Architecture Search via …
Paper Group ANR 192

Paper Group ANR 192

October 19, 2019

Some New Layer Architectures for Graph CNN. Neonatal Pain Expression Recognition Using Transfer Learning. Data-driven forecasting of solar irradiance. Rethinking Recurrent Latent Variable Model for Music Composition. A Geometric Approach for Real-time Monitoring of Dynamic Large Scale Graphs: AS-level graphs illustrated. Temporal Hockey Action Reco …
Paper Group ANR 193

Paper Group ANR 193

October 19, 2019

Deep Supervision with Intermediate Concepts. Deep Learning for Automated Classification of Tuberculosis-Related Chest X-Ray: Dataset Specificity Limits Diagnostic Performance Generalizability. Online Evaluations for Everyone: Mr. DLib’s Living Lab for Scholarly Recommendations. Mining Rank Data. Efficient architecture for deep neural networks with …
Paper Group ANR 194

Paper Group ANR 194

October 19, 2019

Approximation Trees: Statistical Stability in Model Distillation. Learning to Group and Label Fine-Grained Shape Components. Face De-Spoofing: Anti-Spoofing via Noise Modeling. Modelling hidden structure of signals in group data analysis with modified (Lr, 1) and block-term decompositions. Dual SVM Training on a Budget. SalientDSO: Bringing Attenti …
Paper Group ANR 195

Paper Group ANR 195

October 19, 2019

Interactive Visual Grounding of Referring Expressions for Human-Robot Interaction. Local Contrast Learning. Attribute-aware Collaborative Filtering: Survey and Classification. Argument Harvesting Using Chatbots. Vertex nomination: The canonical sampling and the extended spectral nomination schemes. Elastic Neural Networks: A Scalable Framework for …
Paper Group ANR 196

Paper Group ANR 196

October 19, 2019

Real-to-Virtual Domain Unification for End-to-End Autonomous Driving. Reconstruction of training samples from loss functions. Meta-Gradient Reinforcement Learning. Deep Object-Centric Policies for Autonomous Driving. Studying the History of the Arabic Language: Language Technology and a Large-Scale Historical Corpus. Graph Refinement based Tree Ext …
Paper Group ANR 197

Paper Group ANR 197

October 19, 2019

Understanding Community Structure in Layered Neural Networks. Unpaired Brain MR-to-CT Synthesis using a Structure-Constrained CycleGAN. Pushing the boundaries of parallel Deep Learning – A practical approach. Probabilistic approach to limited-data computed tomography reconstruction. Thermal Infrared Colorization via Conditional Generative Adversar …
Paper Group ANR 198

Paper Group ANR 198

October 19, 2019

Model-Agnostic Private Learning via Stability. Profile-guided memory optimization for deep neural networks. Radon Inversion via Deep Learning. A Fully Convolutional Two-Stream Fusion Network for Interactive Image Segmentation. Classifying medical notes into standard disease codes using Machine Learning. A dataset of continuous affect annotations an …
Paper Group ANR 199

Paper Group ANR 199

October 19, 2019

Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision. Event Forecasting with Pattern Markov Chains. Using Known Information to Accelerate HyperParameters Optimization Based on SMBO. Hardware-Efficient Guided Image Filtering For Multi-Label Problem. Secure Federated Transfer Learning. Learning Discriminative Representation wi …
Paper Group ANR 200

Paper Group ANR 200

October 19, 2019

Using 3D Hahn Moments as A Computational Representation of ATS Drugs Molecular Structure. Cartoon-to-real: An Approach to Translate Cartoon to Realistic Images using GAN. Learning Attentional Communication for Multi-Agent Cooperation. Progressive Spatial Recurrent Neural Network for Intra Prediction. A Unified Deep Learning Architecture for Abuse D …
Paper Group ANR 201

Paper Group ANR 201

October 19, 2019

Using Machine Learning for Handover Optimization in Vehicular Fog Computing. Micro-Browsing Models for Search Snippets. Machine Learning of coarse-grained Molecular Dynamics Force Fields. Attention-Guided Answer Distillation for Machine Reading Comprehension. Similar Elements and Metric Labeling on Complete Graphs. Exact Recovery in the Hypergraph …
Paper Group ANR 202

Paper Group ANR 202

October 19, 2019

Track Xplorer: A System for Visual Analysis of Sensor-based Motor Activity Predictions. Definition and evaluation of model-free coordination of electrical vehicle charging with reinforcement learning. VIPL-HR: A Multi-modal Database for Pulse Estimation from Less-constrained Face Video. Analysing Dropout and Compounding Errors in Neural Language Mo …
Paper Group ANR 203

Paper Group ANR 203

October 19, 2019

QR code denoising using parallel Hopfield networks. WisenetMD: Motion Detection Using Dynamic Background Region Analysis. Online Diverse Learning to Rank from Partial-Click Feedback. Band Assignment in Dual Band Systems: A Learning-based Approach. A Novel Approach to Sparse Inverse Covariance Estimation Using Transform Domain Updates and Exponentia …
Paper Group ANR 204

Paper Group ANR 204

October 19, 2019

Scalable Gaussian Processes on Discrete Domains. Temporal Answer Set Programming on Finite Traces. On Meta-Learning for Dynamic Ensemble Selection. Structure-Aware 3D Hourglass Network for Hand Pose Estimation from Single Depth Image. Second-Order Asymptotically Optimal Statistical Classification. LineNet: a Zoomable CNN for Crowdsourced High Defin …
Paper Group ANR 205

Paper Group ANR 205

October 19, 2019

Understanding Priors in Bayesian Neural Networks at the Unit Level. Learning $3$D-FilterMap for Deep Convolutional Neural Networks. Heuristics for Efficient Sparse Blind Source Separation. Event Detection with Neural Networks: A Rigorous Empirical Evaluation. Deep Reinforcement Learning for Sponsored Search Real-time Bidding. Collaborative Filterin …