[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 570
October 18, 2019

Paper Group ANR 570

Robust Implicit Backpropagation. Multiobjective Reinforcement Learning for Reconfigurable Adaptive Optimal Control of Manufacturing Processes. On transfer learning using a MAC model variant. Data-driven model for the identification of the rock type at a drilling bit. An Iterative Spanning Forest Framework for Superpixel Segmentation. Graph Convolut …

Paper Group ANR 571

Paper Group ANR 571

October 18, 2019

Combinets: Creativity via Recombination of Neural Networks. MOEA/D with Angle-based Constrained Dominance Principle for Constrained Multi-objective Optimization Problems. Incremental Training of Deep Convolutional Neural Networks. Removing out-of-focus blur from a single image. Intrinsic Geometric Vulnerability of High-Dimensional Artificial Intell …
Paper Group ANR 572

Paper Group ANR 572

October 18, 2019

Mining Procedures from Technical Support Documents. Multi-label Multi-task Deep Learning for Behavioral Coding. Comparative study of Discrete Wavelet Transforms and Wavelet Tensor Train decomposition to feature extraction of FTIR data of medicinal plants. Light Gated Recurrent Units for Speech Recognition. On The Differential Privacy of Thompson Sa …
Paper Group ANR 573

Paper Group ANR 573

October 18, 2019

Parallelized Interactive Machine Learning on Autonomous Vehicles. Multi-hop Inference for Sentence-level TextGraphs: How Challenging is Meaningfully Combining Information for Science Question Answering?. Smooth Structured Prediction Using Quantum and Classical Gibbs Samplers. Nonconvex Matrix Factorization from Rank-One Measurements. Physics-inform …
Paper Group ANR 574

Paper Group ANR 574

October 18, 2019

Proactive Security: Embedded AI Solution for Violent and Abusive Speech Recognition. High Dimensional Robust Sparse Regression. Robust pose tracking with a joint model of appearance and shape. Multilayer Network Model of Movie Script. Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes. On a hypergraph probabilist …
Paper Group ANR 575

Paper Group ANR 575

October 18, 2019

Quantifying the Influences on Probabilistic Wind Power Forecasts. Learning Vine Copula Models For Synthetic Data Generation. Meta-learning autoencoders for few-shot prediction. Deep Signal Recovery with One-Bit Quantization. Efficient and Effective Quantum Compiling for Entanglement-based Machine Learning on IBM Q Devices. A Text Analysis of Federa …
Paper Group ANR 576

Paper Group ANR 576

October 18, 2019

Agents and Devices: A Relative Definition of Agency. Periocular Recognition Using CNN Features Off-the-Shelf. Deep Neural Network for Analysis of DNA Methylation Data. Runtime Analysis for Self-adaptive Mutation Rates. Learned Neural Iterative Decoding for Lossy Image Compression Systems. Now you see me: evaluating performance in long-term visual t …
Paper Group ANR 577

Paper Group ANR 577

October 18, 2019

Non-rigid Object Tracking via Deep Multi-scale Spatial-temporal Discriminative Saliency Maps. Corresponding Supine and Prone Colon Visualization Using Eigenfunction Analysis and Fold Modeling. Geared Rotationally Identical and Invariant Convolutional Neural Network Systems. Data Driven Chiller Plant Energy Optimization with Domain Knowledge. A Theo …
Paper Group ANR 578

Paper Group ANR 578

October 18, 2019

Stealing Hyperparameters in Machine Learning. Revisit Multinomial Logistic Regression in Deep Learning: Data Dependent Model Initialization for Image Recognition. Discrete-Continuous Mixtures in Probabilistic Programming: Generalized Semantics and Inference Algorithms. Haze Density Estimation via Modeling of Scattering Coefficients of Iso-depth Reg …
Paper Group ANR 579

Paper Group ANR 579

October 18, 2019

SAN: Learning Relationship between Convolutional Features for Multi-Scale Object Detection. Contingency-Aware Exploration in Reinforcement Learning. Skin Lesion Analysis Towards Melanoma Detection via End-to-end Deep Learning of Convolutional Neural Networks. Interactive Reinforcement Learning with Dynamic Reuse of Prior Knowledge from Human/Agent’ …
Paper Group ANR 580

Paper Group ANR 580

October 18, 2019

Can Synthetic Faces Undo the Damage of Dataset Bias to Face Recognition and Facial Landmark Detection?. Adversarially Robust Training through Structured Gradient Regularization. Simplicity Creates Inequity: Implications for Fairness, Stereotypes, and Interpretability. Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions. A multipl …
Paper Group ANR 581

Paper Group ANR 581

October 18, 2019

Fast cosmic web simulations with generative adversarial networks. Bandana: Using Non-volatile Memory for Storing Deep Learning Models. Simple coarse graining and sampling strategies for image recognition. Quantified Degrees of Group Responsibility (Extended Abstract). ColorUNet: A convolutional classification approach to colorization. Learning Navi …
Paper Group ANR 582

Paper Group ANR 582

October 18, 2019

Face Spoofing Detection by Fusing Binocular Depth and Spatial Pyramid Coding Micro-Texture Features. Convolutional Neural Networks with Transformed Input based on Robust Tensor Network Decomposition. Spectral Methods from Tensor Networks. Confidence Prediction for Lexicon-Free OCR. Evaluation of the visual odometry methods for semi-dense real-time. …
Paper Group ANR 583

Paper Group ANR 583

October 18, 2019

DeepLaser: Practical Fault Attack on Deep Neural Networks. A Blended Deep Learning Approach for Predicting User Intended Actions. Finger-GAN: Generating Realistic Fingerprint Images Using Connectivity Imposed GAN. A Main/Subsidiary Network Framework for Simplifying Binary Neural Network. Channel-wise pruning of neural networks with tapering resourc …
Paper Group ANR 584

Paper Group ANR 584

October 18, 2019

Covfefe: A Computer Vision Approach For Estimating Force Exertion. Approximate Survey Propagation for Statistical Inference. Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency. Lightweight Lipschitz Margin Training for Certified Defense against Adversarial Examples. Scalable Multi-Task Gaussian Process Tensor Regressi …
Paper Group ANR 585

Paper Group ANR 585

October 18, 2019

Learning Memory Access Patterns. End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation Detection using Wearables. Complex Fully Convolutional Neural Networks for MR Image Reconstruction. Geo-Text Data and Data-Driven Geospatial Semantics. On the Convergence of Adaptive Gradient Methods for Nonconvex Optimization. The Toybox Dataset of …
Paper Group ANR 586

Paper Group ANR 586

October 18, 2019

Accelerated Gossip via Stochastic Heavy Ball Method. A Mean-Field Optimal Control Formulation of Deep Learning. Tübingen-Oslo system: Linear regression works the best at Predicting Current and Future Psychological Health from Childhood Essays in the CLPsych 2018 Shared Task. The Research of the Real-time Detection and Recognition of Targets in Stre …
Paper Group ANR 587

Paper Group ANR 587

October 18, 2019

Uncertainty in Multitask Transfer Learning. Multi-view Point Cloud Registration with Adaptive Convergence Threshold and its Application on 3D Model Retrieval. Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing. Q-learning with Nearest Neighbors. New Results on Multi-Step Traffic Flow Prediction. Extended Affinity Propag …
Paper Group ANR 588

Paper Group ANR 588

October 18, 2019

Learning Single-Image Depth from Videos using Quality Assessment Networks. A refined convergence analysis of pDCA$_e$ with applications to simultaneous sparse recovery and outlier detection. Machine Theory of Mind. RoarNet: A Robust 3D Object Detection based on RegiOn Approximation Refinement. Learning from a tiny dataset of manual annotations: a t …
Paper Group ANR 589

Paper Group ANR 589

October 18, 2019

Importance Weighted Evolution Strategies. Simple Hyper-heuristics Control the Neighbourhood Size of Randomised Local Search Optimally for LeadingOnes. Multitask and Multilingual Modelling for Lexical Analysis. OffsetNet: Deep Learning for Localization in the Lung using Rendered Images. Attention to Refine through Multi-Scales for Semantic Segmentat …
Paper Group ANR 590

Paper Group ANR 590

October 18, 2019

Towards a glaucoma risk index based on simulated hemodynamics from fundus images. Network Signatures from Image Representation of Adjacency Matrices: Deep/Transfer Learning for Subgraph Classification. Universal Supervised Learning for Individual Data. Mechanism Design for Social Good. Revisiting Skip-Gram Negative Sampling Model with Rectification …
Paper Group ANR 591

Paper Group ANR 591

October 18, 2019

Beyond Pixels: Image Provenance Analysis Leveraging Metadata. Bayesian optimization of the PC algorithm for learning Gaussian Bayesian networks. Unlabeled sample compression schemes and corner peelings for ample and maximum classes. Layerwise Perturbation-Based Adversarial Training for Hard Drive Health Degree Prediction. A Transfer Learning based …
Paper Group ANR 592

Paper Group ANR 592

October 18, 2019

Pathwise Derivatives Beyond the Reparameterization Trick. Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities. Injective State-Image Mapping facilitates Visual Adversarial Imitation Learning. The Convergence of Sparsified Gradient Methods. Magnetic Resonance Spectroscopy Quantification using Deep Learning. On …
Paper Group ANR 593

Paper Group ANR 593

October 18, 2019

Expected Policy Gradients for Reinforcement Learning. Early Start Intention Detection of Cyclists Using Motion History Images and a Deep Residual Network. Adaptive Transfer Learning in Deep Neural Networks: Wind Power Prediction using Knowledge Transfer from Region to Region and Between Different Task Domains. Stochastic Second-order Methods for No …
Paper Group ANR 594

Paper Group ANR 594

October 18, 2019

Accelerated physical emulation of Bayesian inference in spiking neural networks. Are Generative Classifiers More Robust to Adversarial Attacks?. Neural Latent Extractive Document Summarization. Freeform Diffractive Metagrating Design Based on Generative Adversarial Networks. Convolutional neural network-based regression for depth prediction in digi …
Paper Group ANR 595

Paper Group ANR 595

October 18, 2019

Reasoning with Sarcasm by Reading In-between. Data-driven satisficing measure and ranking. Inferring the size of the causal universe: features and fusion of causal attribution networks. Discovering hierarchies using Imitation Learning from hierarchy aware policies. Universal Stagewise Learning for Non-Convex Problems with Convergence on Averaged So …
Paper Group ANR 596

Paper Group ANR 596

October 18, 2019

Real-valued parametric conditioning of an RNN for interactive sound synthesis. Online Learning Algorithms for Statistical Arbitrage. Generalized Logical Operations among Conditional Events. Waveform to Single Sinusoid Regression to Estimate the F0 Contour from Noisy Speech Using Recurrent Deep Neural Networks. A Review on The Use of Deep Learning i …
Paper Group ANR 597

Paper Group ANR 597

October 18, 2019

Paracompositionality, MWEs and Argument Substitution. Distinguishing Question Subjectivity from Difficulty for Improved Crowdsourcing. Attentive Recurrent Tensor Model for Community Question Answering. Fast Fourier-Based Generation of the Compression Matrix for Deterministic Compressed Sensing. Ladder Networks for Semi-Supervised Hyperspectral Imag …