[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 383
January 30, 2020

Paper Group ANR 383

s-DRN: Stabilized Developmental Resonance Network. Online Community Detection by Spectral CUSUM. Open Named Entity Modeling from Embedding Distribution. A Self-Attentional Neural Architecture for Code Completion with Multi-Task Learning. A Search for the Underlying Equation Governing Similar Systems. Towards Generation of Visual Attention Map for S …

Paper Group ANR 384

Paper Group ANR 384

January 30, 2020

Dynamic Face Video Segmentation via Reinforcement Learning. Improving Semantic Segmentation of Aerial Images Using Patch-based Attention. Disentangled Representation Learning with Information Maximizing Autoencoder. TBT: Targeted Neural Network Attack with Bit Trojan. Multi-Modal Machine Learning for Flood Detection in News, Social Media and Satell …
Paper Group ANR 385

Paper Group ANR 385

January 30, 2020

Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies?. Learning-Aided Physical Layer Attacks Against Multicarrier Communications in IoT. Factor Analysis in Fault Diagnostics Using Random Forest. Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis. Semantic Adversarial Network wi …
Paper Group ANR 386

Paper Group ANR 386

January 30, 2020

Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems. MDP Playground: Meta-Features in Reinforcement Learning. Improving Safety in Reinforcement Learning Using Model-Based Architectures and Human Intervention. Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation. L …
Paper Group ANR 387

Paper Group ANR 387

January 30, 2020

Meta-Learning surrogate models for sequential decision making. Open Source Face Recognition Performance Evaluation Package. Deep Meta Functionals for Shape Representation. Preselection Bandits under the Plackett-Luce Model. Automata Learning: An Algebraic Approach. Narrowing Down XML Template Expansion and Schema Validation. Resource-aware Elastic …
Paper Group ANR 388

Paper Group ANR 388

January 30, 2020

Deep Lagrangian Networks for end-to-end learning of energy-based control for under-actuated systems. Distributed Streaming Analytics on Large-scale Oceanographic Data using Apache Spark. Active Learning of Spin Network Models. Unsupervised Moving Object Detection via Contextual Information Separation. Relevance-Promoting Language Model for Short-Te …
Paper Group ANR 389

Paper Group ANR 389

January 30, 2020

Real-time Ultrasound-enhanced Multimodal Imaging of Tongue using 3D Printable Stabilizer System: A Deep Learning Approach. Representation Disentanglement for Multi-task Learning with application to Fetal Ultrasound. Neuromorphic Hardware learns to learn. Robust Local Features for Improving the Generalization of Adversarial Training. A Novel CMB Com …
Paper Group ANR 390

Paper Group ANR 390

January 30, 2020

SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection. Reinforcement Learning with Non-uniform State Representations for Adaptive Search. Rate-Distortion Optimization Guided Autoencoder for Isometric Embedding in Euclidean Latent Space. Learning to Learn Semantic Parsers from Natural Language Supervision. Counterfactual diag …
Paper Group ANR 391

Paper Group ANR 391

January 30, 2020

UVA: A Universal Variational Framework for Continuous Age Analysis. Real-Time Adversarial Attacks. Automatic Online Quality Control of Synthetic CTs. Early Discovery of Emerging Entities in Microblogs. Optimal Decision Making Under Strategic Behavior. Hierarchical Contextualized Representation for Named Entity Recognition. Scalable Fine-grained Gen …
Paper Group ANR 392

Paper Group ANR 392

January 30, 2020

Transferable Recognition-Aware Image Processing. Improvement of Batch Normalization in Imbalanced Data. Theoretical Foundations of Defeasible Description Logics. Deep Generative Graph Distribution Learning for Synthetic Power Grids. Finding Your Voice: The Linguistic Development of Mental Health Counselors. JParaCrawl: A Large Scale Web-Based Engli …
Paper Group ANR 393

Paper Group ANR 393

January 30, 2020

Deep Learning for Ranking Response Surfaces with Applications to Optimal Stopping Problems. Option-Critic in Cooperative Multi-agent Systems. Forward Vehicle Collision Warning Based on Quick Camera Calibration. Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin. Hypothetical answers to continuous querie …
Paper Group ANR 394

Paper Group ANR 394

January 30, 2020

5 Parallel Prism: A topology for pipelined implementations of convolutional neural networks using computational memory. A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion. Mirovia: A Benchmarking Suite for Modern Heterogeneous Computing. Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsuper …
Paper Group ANR 395

Paper Group ANR 395

January 30, 2020

Natural- to formal-language generation using Tensor Product Representations. Sketch-based Randomized Algorithms for Dynamic Graph Regression. On Connections between Constrained Optimization and Reinforcement Learning. Tracking Discrete and Continuous Entity State for Process Understanding. Efficient Retrieval of Logos Using Rough Set Reducts. Schem …
Paper Group ANR 396

Paper Group ANR 396

January 30, 2020

Pruning by Explaining: A Novel Criterion for Deep Neural Network Pruning. Neural Network Applications in Earthquake Prediction (1994-2019): Meta-Analytic Insight on their Limitations. A gray-box approach for curriculum learning. Towards Building a Real Time Mobile Device Bird Counting System Through Synthetic Data Training and Model Compression. De …
Paper Group ANR 397

Paper Group ANR 397

January 30, 2020

Markov chain Monte Carlo algorithms with sequential proposals. On-Device Neural Net Inference with Mobile GPUs. Contrast Phase Classification with a Generative Adversarial Network. Zero-Shot Sign Language Recognition: Can Textual Data Uncover Sign Languages?. Biologically inspired architectures for sample-efficient deep reinforcement learning. Prun …
Paper Group ANR 398

Paper Group ANR 398

January 30, 2020

An Online Decision-Theoretic Pipeline for Responder Dispatch. ShEMO – A Large-Scale Validated Database for Persian Speech Emotion Detection. Fast Fixed Dimension L2-Subspace Embeddings of Arbitrary Accuracy, With Application to L1 and L2 Tasks. Optimal Training of Fair Predictive Models. DLBricks: Composable Benchmark Generation to Reduce Deep Lea …
Paper Group ANR 399

Paper Group ANR 399

January 30, 2020

Riposte! A Large Corpus of Counter-Arguments. Modeling Acoustic-Prosodic Cues for Word Importance Prediction in Spoken Dialogues. Perceptual Attention-based Predictive Control. Online Non-Convex Learning: Following the Perturbed Leader is Optimal. An Effective Two-Branch Model-Based Deep Network for Single Image Deraining. Hamiltonian Monte-Carlo f …
Paper Group ANR 400

Paper Group ANR 400

January 30, 2020

Dense Dilated Network with Probability Regularized Walk for Vessel Detection. Normalized Flat Minima: Exploring Scale Invariant Definition of Flat Minima for Neural Networks using PAC-Bayesian Analysis. Efficient crowdsourcing of crowd-generated microtasks. A new algorithm for shape matching and pattern recognition using dynamic programming. Evalua …
Paper Group ANR 401

Paper Group ANR 401

January 30, 2020

KeyPose: Multi-view 3D Labeling and Keypoint Estimation for Transparent Objects. A Tool for Spatio-Temporal Analysis of Social Anxiety with Twitter Data. Coarse-to-Fine Registration of Airborne LiDAR Data and Optical Imagery on Urban Scenes. BERE: An accurate distantly supervised biomedical entity relation extraction network. Antonym-Synonym Classi …
Paper Group ANR 402

Paper Group ANR 402

January 30, 2020

Towards Scalable Koopman Operator Learning: Convergence Rates and A Distributed Learning Algorithm. Learning Rhyming Constraints using Structured Adversaries. Terminology-based Text Embedding for Computing Document Similarities on Technical Content. Can NetGAN be improved on short random walks?. JANOS: An Integrated Predictive and Prescriptive Mode …
Paper Group ANR 403

Paper Group ANR 403

January 30, 2020

Efficient Kernel-based Subsequence Search for User Identification from Walking Activity. Unsupervised Construction of Knowledge Graphs From Text and Code. Quantifying error contributions of computational steps, algorithms and hyperparameter choices in image classification pipelines. Bayesian Receiver Operating Characteristic Metric for Linear Class …
Paper Group ANR 404

Paper Group ANR 404

January 30, 2020

Reinforcement Learning with Policy Mixture Model for Temporal Point Processes Clustering. Structured Monte Carlo Sampling for Nonisotropic Distributions via Determinantal Point Processes. Deep Learning in Alzheimer’s disease: Diagnostic Classification and Prognostic Prediction using Neuroimaging Data. Parameter Efficient Training of Deep Convolutio …
Paper Group ANR 405

Paper Group ANR 405

January 30, 2020

Scattering Statistics of Generalized Spatial Poisson Point Processes. Confusion matrices and rough set data analysis. Object-oriented state editing for HRL. An Interpretable Compression and Classification System: Theory and Applications. OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference. Deep Neural Network …
Paper Group ANR 406

Paper Group ANR 406

January 30, 2020

ML-LOO: Detecting Adversarial Examples with Feature Attribution. Technically correct visualization of biological microscopic experiments. Margin Matters: Towards More Discriminative Deep Neural Network Embeddings for Speaker Recognition. Towards Sharing Task Environments to Support Reproducible Evaluations of Interactive Recommender Systems. Deep J …
Paper Group ANR 407

Paper Group ANR 407

January 30, 2020

Zero Shot Learning on Simulated Robots. Robust Regression via Online Feature Selection under Adversarial Data Corruption. Latent-Variable Generative Models for Data-Efficient Text Classification. Implicit Regularization in Over-parameterized Neural Networks. Adaptive Honeypot Engagement through Reinforcement Learning of Semi-Markov Decision Process …
Paper Group ANR 408

Paper Group ANR 408

January 30, 2020

Deep Learning Reveals Underlying Physics of Light-matter Interactions in Nanophotonic Devices. Continual Prediction from EHR Data for Inpatient Acute Kidney Injury. Datalog Reasoning over Compressed RDF Knowledge Bases. Synthesizing facial photometries and corresponding geometries using generative adversarial networks. Barnes-Hut Approximation for …
Paper Group ANR 409

Paper Group ANR 409

January 30, 2020

Analysis Of Momentum Methods. A Short Note on Concentration Inequalities for Random Vectors with SubGaussian Norm. Toward Extremely Low Bit and Lossless Accuracy in DNNs with Progressive ADMM. High-dimensional semi-supervised learning: in search for optimal inference of the mean. Quality analysis of DCGAN-generated mammography lesions. Learning Str …
Paper Group ANR 410

Paper Group ANR 410

January 30, 2020

Blind Deconvolution Microscopy Using Cycle Consistent CNN with Explicit PSF Layer. Iterative Channel Estimation for Discrete Denoising under Channel Uncertainty. Coupled CycleGAN: Unsupervised Hashing Network for Cross-Modal Retrieval. Multi-Task Learning with Language Modeling for Question Generation. Electrical Impedance Tomography based on Genet …