[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 850
October 17, 2019

Paper Group ANR 850

Spectral Signatures in Backdoor Attacks. ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans. Pool-Based Sequential Active Learning for Regression. Parameters identification method for breast biomechanical numerical model. Deep Covariance Descriptors for Facial Expression Recognition. Human Em …

Paper Group ANR 851

Paper Group ANR 851

October 17, 2019

A Generative Approach to Zero-Shot and Few-Shot Action Recognition. An Information-Theoretic Analysis for Thompson Sampling with Many Actions. ISIS at its apogee: the Arabic discourse on Twitter and what we can learn from that about ISIS support and Foreign Fighters. Joint 3D Reconstruction of a Static Scene and Moving Objects. Probabilistic Planni …
Paper Group ANR 852

Paper Group ANR 852

October 17, 2019

Soft-Gated Warping-GAN for Pose-Guided Person Image Synthesis. Iterative Global Similarity Points : A robust coarse-to-fine integration solution for pairwise 3D point cloud registration. Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronisation and cryptography. Multifunction Cognitive Radar Task Scheduling …
Paper Group ANR 853

Paper Group ANR 853

October 17, 2019

Solution for Large-Scale Hierarchical Object Detection Datasets with Incomplete Annotation and Data Imbalance. Automatic Identification of Arabic expressions related to future events in Lebanon’s economy. Designing the Game to Play: Optimizing Payoff Structure in Security Games. Generation Meets Recommendation: Proposing Novel Items for Groups of U …
Paper Group ANR 854

Paper Group ANR 854

October 17, 2019

High-dimensional ABC. Object Tracking by Reconstruction with View-Specific Discriminative Correlation Filters. Non-Intrusive Load Monitoring with Fully Convolutional Networks. Background Subtraction with Real-time Semantic Segmentation. Twitter Sentiment Analysis via Bi-sense Emoji Embedding and Attention-based LSTM. Classification of Dermoscopy Im …
Paper Group ANR 855

Paper Group ANR 855

October 17, 2019

Survey on Deep Learning Techniques for Person Re-Identification Task. Outperforming Good-Turing: Preliminary Report. Global and Local Consistent Age Generative Adversarial Networks. Wider Channel Attention Network for Remote Sensing Image Super-resolution. Progressive Reinforcement Learning with Distillation for Multi-Skilled Motion Control. Knowle …
Paper Group ANR 856

Paper Group ANR 856

October 17, 2019

Detecting Compressed Cleartext Traffic from Consumer Internet of Things Devices. Autonomous Wireless Systems with Artificial Intelligence. Estimating the intrinsic dimension of datasets by a minimal neighborhood information. A comparison of recent waveform generation and acoustic modeling methods for neural-network-based speech synthesis. Learning …
Paper Group ANR 857

Paper Group ANR 857

October 17, 2019

Real-Time 3D Shape of Micro-Details. Online Deep Metric Learning. On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems. Synthetic data generation for end-to-end thermal infrared tracking. Simple Large-scale Relation Extraction from Unstructured Text. Behaviour Policy Estimation in Off-Policy Policy Evaluation: Calib …
Paper Group ANR 858

Paper Group ANR 858

October 17, 2019

Gaussian Mixture Reduction for Time-Constrained Approximate Inference in Hybrid Bayesian Networks. AI in Education needs interpretable machine learning: Lessons from Open Learner Modelling. Unsupervised Image-to-Image Translation with Stacked Cycle-Consistent Adversarial Networks. On Geometric Analysis of Affine Sparse Subspace Clustering. The comb …
Paper Group ANR 859

Paper Group ANR 859

October 17, 2019

Contributions to Biclustering of Microarray Data Using Formal Concept Analysis. Towards Fine Grained Network Flow Prediction. Adaptive Regularization Algorithms with Inexact Evaluations for Nonconvex Optimization. Theoretical and Experimental Analysis on the Generalizability of Distribution Regression Network. An Exact Quantized Decentralized Gradi …
Paper Group ANR 860

Paper Group ANR 860

October 17, 2019

Successful Nash Equilibrium Agent for a 3-Player Imperfect-Information Game. Modelling tourism demand to Spain with machine learning techniques. The impact of forecast horizon on model selection. Semantic See-Through Rendering on Light Fields. Non-local RoIs for Instance Segmentation. Nonlinear Collaborative Scheme for Deep Neural Networks. Design …
Paper Group ANR 861

Paper Group ANR 861

October 17, 2019

The Lives of Bots. Optimizing the F-measure for Threshold-free Salient Object Detection. Global Semantic Consistency for Zero-Shot Learning. Adversarial Risk Bounds via Function Transformation. GeoSay: A Geometric Saliency for Extracting Buildings in Remote Sensing Images. An Integrated Soft Computing Approach to a Multi-biometric Security Model. I …
Paper Group ANR 862

Paper Group ANR 862

October 17, 2019

Compressed Sensing Parallel MRI with Adaptive Shrinkage TV Regularization. Controllable Neural Story Plot Generation via Reinforcement Learning. Building Prior Knowledge: A Markov Based Pedestrian Prediction Model Using Urban Environmental Data. Spectral Mixture Kernels with Time and Phase Delay Dependencies. Extreme Relative Pose Estimation for RG …
Paper Group ANR 863

Paper Group ANR 863

October 17, 2019

SwipeCut: Interactive Segmentation with Diversified Seed Proposals. Dataset: Rare Event Classification in Multivariate Time Series. European Court of Human Right Open Data project. Learning a High Fidelity Pose Invariant Model for High-resolution Face Frontalization. CommanderSong: A Systematic Approach for Practical Adversarial Voice Recognition. …
Paper Group ANR 864

Paper Group ANR 864

October 17, 2019

Adversarial Reinforcement Learning for Observer Design in Autonomous Systems under Cyber Attacks. Experiments with Universal CEFR Classification. Explaining Explanations in AI. On the Regret Minimization of Nonconvex Online Gradient Ascent for Online PCA. HyperFusion-Net: Densely Reflective Fusion for Salient Object Detection. Will it Blend? Compos …
Paper Group ANR 865

Paper Group ANR 865

October 17, 2019

A Fast and Easy Regression Technique for k-NN Classification Without Using Negative Pairs. Multi-Task Active Learning for Neural Semantic Role Labeling on Low Resource Conversational Corpus. Forgetting Memories and their Attractiveness. Weak Semi-Markov CRFs for NP Chunking in Informal Text. Deep Bilevel Learning. Clustering to Reduce Spatial Data …
Paper Group ANR 866

Paper Group ANR 866

October 17, 2019

To Cluster, or Not to Cluster: An Analysis of Clusterability Methods. Entropy production rate as a criterion for inconsistency in decision theory. SAFE: Spectral Evolution Analysis Feature Extraction for Non-Stationary Time Series Prediction. Context-Aware Learning using Transferable Features for Classification of Breast Cancer Histology Images. Th …
Paper Group ANR 867

Paper Group ANR 867

October 17, 2019

Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review. Blind Justice: Fairness with Encrypted Sensitive Attributes. Fast and Sample Near-Optimal Algorithms for Learning Multidimensional Histograms. Motion Selective Prediction for Video Frame Synthesis. Efficient Uncertainty Estimation for Semantic Segmentation in Videos …
Paper Group ANR 868

Paper Group ANR 868

October 17, 2019

Navigation by Imitation in a Pedestrian-Rich Environment. Latent Convolutional Models. A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions. Optical Flow Based Real-time Moving Object Detection in Unconstrained Scenes. Recasting Gradient-Based Meta-Learning as Hierarchical Bayes. Dual Objective Approach …
Paper Group ANR 869

Paper Group ANR 869

October 17, 2019

Machine Learning for Exam Triage. Regional Multi-scale Approach for Visually Pleasing Explanations of Deep Neural Networks. Knockoffs for the mass: new feature importance statistics with false discovery guarantees. Assessment of iris recognition reliability for eyes affected by ocular pathologies. Analytic heuristics for a fast DSC-MRI. Non-local O …
Paper Group ANR 870

Paper Group ANR 870

October 17, 2019

Modeling Topical Coherence in Discourse without Supervision. Closing the AI Knowledge Gap. Bottleneck Supervised U-Net for Pixel-wise Liver and Tumor Segmentation. An Online RFID Localization in the Manufacturing Shopfloor. The Domain Transform Solver. Nuclear Norm Regularized Estimation of Panel Regression Models. Improbotics: Exploring the Imitat …
Paper Group ANR 871

Paper Group ANR 871

October 17, 2019

Socioeconomic Dependencies of Linguistic Patterns in Twitter: A Multivariate Analysis. Training Multi-layer Spiking Neural Networks using NormAD based Spatio-Temporal Error Backpropagation. PromID: human promoter prediction by deep learning. Multiple Instance Learning for ECG Risk Stratification. A Multiclass Multiple Instance Learning Method with …
Paper Group ANR 872

Paper Group ANR 872

October 17, 2019

Dynamic Temporal Alignment of Speech to Lips. Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks. An integration of fast alignment and maximum-likelihood methods for electron subtomogram averaging and classification. MARL-FWC: Optimal Coordination of Freeway Traffic Control Measures. SufiSent - Univ …
Paper Group ANR 873

Paper Group ANR 873

October 17, 2019

Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. Change Point Methods on a Sequence of Graphs. Elements of Effective Deep Reinforcement Learning towards Tactical Driving Decision Making. DeepPap: Deep Convolutional Networks for Cervical Cell Classification. Towards Single-phase Single-stage Detection of Pulmonary Nod …
Paper Group ANR 874

Paper Group ANR 874

October 17, 2019

Stochastic Gradient Hamiltonian Monte Carlo with Variance Reduction for Bayesian Inference. A Unified Framework for Joint Mobility Prediction and Object Profiling of Drones in UAV Networks. A note on concentration inequality for vector-valued martingales with weak exponential-type tails. BCR-Net: a neural network based on the nonstandard wavelet fo …
Paper Group ANR 875

Paper Group ANR 875

October 17, 2019

Optimizing Market Making using Multi-Agent Reinforcement Learning. Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition. Character-Level Feature Extraction with Densely Connected Networks. Decentralized Likelihood Quantile Networks for Improving Performance in Deep Multi-Agent Reinforcement Learning. Intelligence Graph. Communication-E …
Paper Group ANR 876

Paper Group ANR 876

October 17, 2019

Polar $n$-Complex and $n$-Bicomplex Singular Value Decomposition and Principal Component Pursuit. Generating Self-Guided Dense Annotations for Weakly Supervised Semantic Segmentation. A Fast Deep Learning Model for Textual Relevance in Biomedical Information Retrieval. DeepCruiser: Automated Guided Testing for Stateful Deep Learning Systems. Micro- …
Paper Group ANR 877

Paper Group ANR 877

October 17, 2019

An Ensemble Model for Sentiment Analysis of Hindi-English Code-Mixed Data. The Deconfounded Recommender: A Causal Inference Approach to Recommendation. Motion Invariance in Visual Environments. Improved TDNNs using Deep Kernels and Frequency Dependent Grid-RNNs. Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility. A new system …