[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 626
October 18, 2019

Paper Group ANR 626

Towards Accurate Generative Models of Video: A New Metric & Challenges. XBART: Accelerated Bayesian Additive Regression Trees. The QLBS Q-Learner Goes NuQLear: Fitted Q Iteration, Inverse RL, and Option Portfolios. Learning from Positive and Unlabeled Data under the Selected At Random Assumption. A Possibility Distribution Based Multi-Criteria Deci …

Paper Group ANR 627

Paper Group ANR 627

October 18, 2019

Metal Artifact Reduction in Cone-Beam X-Ray CT via Ray Profile Correction. “How Was Your Weekend?” A Generative Model of Phatic Conversation. Calibration-free B0 correction of EPI data using structured low rank matrix recovery. Estimation of multivariate asymmetric power GARCH models. Domain-Adaptive Single-View 3D Reconstruction. Hierarchical Sele …
Paper Group ANR 628

Paper Group ANR 628

October 18, 2019

Adpositional Supersenses for Mandarin Chinese. Network Decoupling: From Regular to Depthwise Separable Convolutions. Adversarial Auto-encoders for Speech Based Emotion Recognition. Generating Clues for Gender based Occupation De-biasing in Text. Robust Point Light Source Estimation Using Differentiable Rendering. Are BLEU and Meaning Representation …
Paper Group ANR 629

Paper Group ANR 629

October 18, 2019

DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning. Efficient Purely Convolutional Text Encoding. A deep learning approach for understanding natural language commands for mobile service robots. Linked Recurrent Neural Networks. Benchmarking Evolutionary Algorithms For Single Objective Real-v …
Paper Group ANR 630

Paper Group ANR 630

October 18, 2019

Interpreting Adversarial Robustness: A View from Decision Surface in Input Space. Learning Graph Representation via Formal Concept Analysis. Quantum Entanglement in Deep Learning Architectures. Flipped-Adversarial AutoEncoders. Denoising Prior Driven Deep Neural Network for Image Restoration. Mimetic vs Anchored Value Alignment in Artificial Intell …
Paper Group ANR 631

Paper Group ANR 631

October 18, 2019

The IQ of Artificial Intelligence. Sequence Aggregation Rules for Anomaly Detection in Computer Network Traffic. Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering. Improv Chat: Second Response Generation for Chatbot. Deep Transfer Learning for EEG-based Brain Computer Interface. Learning with tree-based tensor …
Paper Group ANR 632

Paper Group ANR 632

October 18, 2019

Robust and Sparse Regression in GLM by Stochastic Optimization. Low-Dose CT via Deep CNN with Skip Connection and Network in Network. Nonparametric Density Estimation under Adversarial Losses. contextual: Evaluating Contextual Multi-Armed Bandit Problems in R. Supervising Nyström Methods via Negative Margin Support Vector Selection. Counterfactual …
Paper Group ANR 633

Paper Group ANR 633

October 18, 2019

Abstracting Probabilistic Models: A Logical Perspective. Making “fetch” happen: The influence of social and linguistic context on nonstandard word growth and decline. Information Theoretic Interpretation of Deep learning. On the Generalization of Equivariance and Convolution in Neural Networks to the Action of Compact Groups. Is Ordered Weighted $\ …
Paper Group ANR 634

Paper Group ANR 634

October 18, 2019

Constraint-Based Visual Generation. Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Tracking. Crowdsourcing Lung Nodules Detection and Annotation. Depth-Adaptive Computational Policies for Efficient Visual Tracking. Best arm identification in multi-armed bandits wi …
Paper Group ANR 635

Paper Group ANR 635

October 18, 2019

SocialML: machine learning for social media video creators. Rotational 3D Texture Classification Using Group Equivariant CNNs. An Efficient Data Retrieval Parallel Reeb Graph Algorithm. Tight Bayesian Ambiguity Sets for Robust MDPs. ABC Samplers. Active Learning for Deep Object Detection. Semantic bottleneck for computer vision tasks. Multi-layer R …
Paper Group ANR 636

Paper Group ANR 636

October 18, 2019

Multi-cell LSTM Based Neural Language Model. bigMap: Big Data Mapping with Parallelized t-SNE. Network Inference from Temporal-Dependent Grouped Observations. Unsupervised Prostate Cancer Detection on H&E using Convolutional Adversarial Autoencoders. Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotati …
Paper Group ANR 637

Paper Group ANR 637

October 18, 2019

Exploring Disentangled Feature Representation Beyond Face Identification. Point-cloud-based place recognition using CNN feature extraction. Plan Explanations as Model Reconciliation – An Empirical Study. Side Information for Face Completion: a Robust PCA Approach. Towards fully automated protein structure elucidation with NMR spectroscopy. Exploit …
Paper Group ANR 638

Paper Group ANR 638

October 18, 2019

Transparent, Efficient, and Robust Word Embedding Access with WOMBAT. Automatic deep learning-based normalization of breast dynamic contrast-enhanced magnetic resonance images. Multiplicative Latent Force Models. On Discrimination Discovery and Removal in Ranked Data using Causal Graph. Dimension Reduction Using Active Manifolds. A Walk with SGD. R …
Paper Group ANR 639

Paper Group ANR 639

October 18, 2019

Word Level Font-to-Font Image Translation using Convolutional Recurrent Generative Adversarial Networks. The Calabi-Yau Landscape: from Geometry, to Physics, to Machine-Learning. Continual Learning Augmented Investment Decisions. Facility Locations Utility for Uncovering Classifier Overconfidence. Automatic Airway Segmentation in chest CT using Con …
Paper Group ANR 640

Paper Group ANR 640

October 18, 2019

Understanding Actors and Evaluating Personae with Gaussian Embeddings. Author Commitment and Social Power: Automatic Belief Tagging to Infer the Social Context of Interactions. Local Orthogonal-Group Testing. A Framework for Video-Driven Crowd Synthesis. Relative Entropy Regularized Policy Iteration. Adversarial 3D Human Pose Estimation via Multimo …
Paper Group ANR 641

Paper Group ANR 641

October 18, 2019

Efficient Anomaly Detection via Matrix Sketching. Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding. A Unified Coded Deep Neural Network Training Strategy Based on Generalized PolyDot Codes for Matrix Multiplication. Troy: Give Attention to Saliency and for Saliency. The Web as a Knowledg …
Paper Group ANR 642

Paper Group ANR 642

October 18, 2019

Experiments with Neural Networks for Small and Large Scale Authorship Verification. Rapid seismic domain transfer: Seismic velocity inversion and modeling using deep generative neural networks. Rapid Customization for Event Extraction. Adaptive Re-ranking of Deep Feature for Person Re-identification. Pronoun Translation in English-French Machine Tr …
Paper Group ANR 643

Paper Group ANR 643

October 18, 2019

Graph-Based Recommendation System. Discrete Potts Model for Generating Superpixels on Noisy Images. Deep BV: A Fully Automated System for Brain Ventricle Localization and Segmentation in 3D Ultrasound Images of Embryonic Mice. Get Your Workload in Order: Game Theoretic Prioritization of Database Auditing. ReDMark: Framework for Residual Diffusion W …
Paper Group ANR 644

Paper Group ANR 644

October 18, 2019

Drive Video Analysis for the Detection of Traffic Near-Miss Incidents. Analyzing Self-Driving Cars on Twitter. Achieving Connectivity Between Wide Areas Through Self-Organising Robot Swarm Using Embodied Evolution. Attacking Speaker Recognition With Deep Generative Models. VizWiz Grand Challenge: Answering Visual Questions from Blind People. Adapti …
Paper Group ANR 645

Paper Group ANR 645

October 18, 2019

Speaking style adaptation in Text-To-Speech synthesis using Sequence-to-sequence models with attention. Image Restoration by Estimating Frequency Distribution of Local Patches. LIME: Live Intrinsic Material Estimation. Online Continuous Submodular Maximization. Reasoning about exceptions in ontologies: from the lexicographic closure to the skeptica …
Paper Group ANR 646

Paper Group ANR 646

October 18, 2019

Scalable Dense Non-rigid Structure-from-Motion: A Grassmannian Perspective. Novel Quality Metric for Duration Variability Compensation in Speaker Verification using i-Vectors. Improved Fourier Mellin Invariant for Robust Rotation Estimation with Omni-cameras. Conditional Recurrent Flow: Conditional Generation of Longitudinal Samples with Applicatio …
Paper Group ANR 647

Paper Group ANR 647

October 18, 2019

Deep Reinforcement Learning for Autonomous Driving. Harmonic Alignment. Online Markov Decoding: Lower Bounds and Near-Optimal Approximation Algorithms. A Machine-Learning Phase Classification Scheme for Anomaly Detection in Signals with Periodic Characteristics. Large-scale Bisample Learning on ID Versus Spot Face Recognition. Fast Neural Chinese W …
Paper Group ANR 648

Paper Group ANR 648

October 18, 2019

Geometric Consistency for Self-Supervised End-to-End Visual Odometry. Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning. Deterministic Hypothesis Generation for Robust Fitting of Multiple Structures. Cross-Discourse and Multilingual Exploration of Textual Corpora with the DualNeighbors Algorithm. Cross-domain attr …
Paper Group ANR 649

Paper Group ANR 649

October 18, 2019

Exploiting Recurrent Neural Networks and Leap Motion Controller for Sign Language and Semaphoric Gesture Recognition. Identifiability of Complete Dictionary Learning. Decentralized Dictionary Learning Over Time-Varying Digraphs. Overcoming the Curse of Dimensionality in Neural Networks. Cross-Paced Representation Learning with Partial Curricula for …
Paper Group ANR 650

Paper Group ANR 650

October 18, 2019

Classifying Antimicrobial and Multifunctional Peptides with Bayesian Network Models. Viewpoint: Artificial Intelligence and Labour. Exploring Conversational Language Generation for Rich Content about Hotels. Enforcing constraints for interpolation and extrapolation in Generative Adversarial Networks. Learning Optical Flow via Dilated Networks and O …
Paper Group ANR 651

Paper Group ANR 651

October 18, 2019

Neural Adversarial Training for Semi-supervised Japanese Predicate-argument Structure Analysis. Interactive Image Manipulation with Natural Language Instruction Commands. 3D Convolutional Neural Networks for Classification of Functional Connectomes. Bridging the gap between regret minimization and best arm identification, with application to A/B te …
Paper Group ANR 652

Paper Group ANR 652

October 18, 2019

An Automatic System for Unconstrained Video-Based Face Recognition. Machine Common Sense Concept Paper. A Knowledge Hunting Framework for Common Sense Reasoning. Real-time Context-aware Learning System for IoT Applications. Multi-class Classification Model Inspired by Quantum Detection Theory. Quantifying Generalization in Reinforcement Learning. N …
Paper Group ANR 653

Paper Group ANR 653

October 18, 2019

Simultaneous 12-Lead Electrocardiogram Synthesis using a Single-Lead ECG Signal: Application to Handheld ECG Devices. Eigendecomposition-free Training of Deep Networks with Zero Eigenvalue-based Losses. Cross-Lingual Task-Specific Representation Learning for Text Classification in Resource Poor Languages. A Saliency-based Convolutional Neural Netwo …