[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 822
October 17, 2019

Paper Group ANR 822

Event Extraction with Generative Adversarial Imitation Learning. Graph Diffusion-Embedding Networks. Unlearn What You Have Learned: Adaptive Crowd Teaching with Exponentially Decayed Memory Learners. Automated Detection of Acute Leukemia using K-mean Clustering Algorithm. Communication Compression for Decentralized Training. Finding Answers from th …

Paper Group ANR 823

Paper Group ANR 823

October 17, 2019

Controlling the privacy loss with the input feature maps of the layers in convolutional neural networks. Robust Active Learning for Electrocardiographic Signal Classification. COTA: Improving the Speed and Accuracy of Customer Support through Ranking and Deep Networks. Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates. Advers …
Paper Group ANR 824

Paper Group ANR 824

October 17, 2019

Distributed One-class Learning. MobiFace: A Novel Dataset for Mobile Face Tracking in the Wild. Structured nonlinear variable selection. Dirichlet Variational Autoencoder for Text Modeling. Optimize transfer learning for lung diseases in bronchoscopy using a new concept: sequential fine-tuning. Notes on stable learning with piecewise-linear basis f …
Paper Group ANR 825

Paper Group ANR 825

October 17, 2019

Supervised Domain Enablement Attention for Personalized Domain Classification. Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy. A Genetic Programming Framework for 2D Platform AI. Slice as an Evolutionary Service: Genetic Optimization for Inter-Slice Resource Management in 5G Networks. Statistical …
Paper Group ANR 826

Paper Group ANR 826

October 17, 2019

Pyramid Network with Online Hard Example Mining for Accurate Left Atrium Segmentation. In-silico Risk Analysis of Personalized Artificial Pancreas Controllers via Rare-event Simulation. Echo state networks are universal. Convexity Shape Prior for Level Set based Image Segmentation Method. Context-Specific Validation of Data-Driven Models. Asynchron …
Paper Group ANR 827

Paper Group ANR 827

October 17, 2019

Improving Adversarial Robustness by Encouraging Discriminative Features. PACO: Global Signal Restoration via PAtch COnsensus. Deep Unsupervised Learning of Visual Similarities. Reconciled Polynomial Machine: A Unified Representation of Shallow and Deep Learning Models. On the scaling of polynomial features for representation matching. Learning to T …
Paper Group ANR 828

Paper Group ANR 828

October 17, 2019

Spoofing PRNU Patterns of Iris Sensors while Preserving Iris Recognition. Evolving Graphs with Semantic Neutral Drift. Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report. Perception of Image Features in Post-Mortem Iris Recognition: Humans vs Machines. Spatiotemporal Manifold Prediction …
Paper Group ANR 829

Paper Group ANR 829

October 17, 2019

Real-Time Subpixel Fast Bilateral Stereo. An Estimation of Favorite Value in Emotion Generating Calculation by Fuzzy Petri Net. Semantic Driven Multi-Camera Pedestrian Detection. Deep Learning Based Sphere Decoding. Neural network state estimation for full quantum state tomography. Privacy Aware Offloading of Deep Neural Networks. A Study on Dialog …
Paper Group ANR 830

Paper Group ANR 830

October 17, 2019

Monocular Depth Estimation using Multi-Scale Continuous CRFs as Sequential Deep Networks. Learning and Matching Multi-View Descriptors for Registration of Point Clouds. On Improving Deep Reinforcement Learning for POMDPs. R$^3$SGM: Real-time Raster-Respecting Semi-Global Matching for Power-Constrained Systems. Designing Artificial Cognitive Archite …
Paper Group ANR 831

Paper Group ANR 831

October 17, 2019

3D Pick & Mix: Object Part Blending in Joint Shape and Image Manifolds. Foreground Clustering for Joint Segmentation and Localization in Videos and Images. Countdown Regression: Sharp and Calibrated Survival Predictions. Representation Learning with Autoencoders for Electronic Health Records: A Comparative Study. Bayesian estimation for large scale …
Paper Group ANR 832

Paper Group ANR 832

October 17, 2019

Joint Demosaicing and Denoising with Perceptual Optimization on a Generative Adversarial Network. Physics-aware Deep Generative Models for Creating Synthetic Microstructures. Privacy-preserving classifiers recognize shared mobility behaviours from WiFi network imperfect data. NLP-assisted software testing: A systematic mapping of the literature. CA …
Paper Group ANR 833

Paper Group ANR 833

October 17, 2019

Mathematical Theory of Evidence Versus Evidence. Delegating via Quitting Games. Natural Gradients in Practice: Non-Conjugate Variational Inference in Gaussian Process Models. UNIQ: Uniform Noise Injection for Non-Uniform Quantization of Neural Networks. Residual Unfairness in Fair Machine Learning from Prejudiced Data. The Evolution of Gene Dominan …
Paper Group ANR 834

Paper Group ANR 834

October 17, 2019

A Fast Segmentation-free Fully Automated Approach to White Matter Injury Detection in Preterm Infants. Preference Elicitation and Robust Optimization with Multi-Attribute Quasi-Concave Choice Functions. Understanding V2V Driving Scenarios through Traffic Primitives. Generalized Bilinear Deep Convolutional Neural Networks for Multimodal Biometric Id …
Paper Group ANR 835

Paper Group ANR 835

October 17, 2019

Open Problems in Engineering and Quality Assurance of Safety Critical Machine Learning Systems. An Explicit Convergence Rate for Nesterov’s Method from SDP. Selected Qualitative Spatio-temporal Calculi Developed for Constraint Reasoning: A Review. A database linking piano and orchestral MIDI scores with application to automatic projective orchestra …
Paper Group ANR 836

Paper Group ANR 836

October 17, 2019

Universal Statistics of Fisher Information in Deep Neural Networks: Mean Field Approach. The parallel texts of books translations in the quality evaluation of basic models and algorithms for the similarity of symbol strings. GADAM: Genetic-Evolutionary ADAM for Deep Neural Network Optimization. Designing quantum experiments with a genetic algorithm …
Paper Group ANR 837

Paper Group ANR 837

October 17, 2019

Bucket Renormalization for Approximate Inference. $\ell_0$-Motivated Low-Rank Sparse Subspace Clustering. CPMetric: Deep Siamese Networks for Learning Distances Between Structured Preferences. Kernel Recursive ABC: Point Estimation with Intractable Likelihood. Supervised Fuzzy Partitioning. Deep Barcodes for Fast Retrieval of Histopathology Scans. …
Paper Group ANR 838

Paper Group ANR 838

October 17, 2019

Swarm Intelligence: Past, Present and Future. From Random Differential Equations to Structural Causal Models: the stochastic case. High Throughput Synchronous Distributed Stochastic Gradient Descent. Computing the Shattering Coefficient of Supervised Learning Algorithms. Neural Networks Trained to Solve Differential Equations Learn General Represen …
Paper Group ANR 839

Paper Group ANR 839

October 17, 2019

MVTec D2S: Densely Segmented Supermarket Dataset. Non-stationary Douglas-Rachford and alternating direction method of multipliers: adaptive stepsizes and convergence. Large-Scale Cox Process Inference using Variational Fourier Features. Discovering Markov Blanket from Multiple interventional Datasets. Poisson Multi-Bernoulli Mapping Using Gibbs Sam …
Paper Group ANR 840

Paper Group ANR 840

October 17, 2019

Low-Resource Contextual Topic Identification on Speech. Bit-Tactical: Exploiting Ineffectual Computations in Convolutional Neural Networks: Which, Why, and How. Binary Classification with Karmic, Threshold-Quasi-Concave Metrics. Adaptive Quantile Sparse Image (AQuaSI) Prior for Inverse Imaging Problems. Deep Video-Based Performance Cloning. ROI-10D …
Paper Group ANR 841

Paper Group ANR 841

October 17, 2019

End-to-End Speech-Driven Facial Animation with Temporal GANs. Intensity and Rescale Invariant Copy Move Forgery Detection Techniques. A Factoid Question Answering System for Vietnamese. Streaming End-to-end Speech Recognition For Mobile Devices. A Dialogue Annotation Scheme for Weight Management Chat using the Trans-Theoretical Model of Health Beha …
Paper Group ANR 842

Paper Group ANR 842

October 17, 2019

Robust Propensity Score Computation Method based on Machine Learning with Label-corrupted Data. PHI Scrubber: A Deep Learning Approach. Wireless Software Synchronization of Multiple Distributed Cameras. Sentiment Analysis of Comments on Rohingya Movement with Support Vector Machine. Pragmatically Informative Image Captioning with Character-Level In …
Paper Group ANR 843

Paper Group ANR 843

October 17, 2019

Efficient Statistics, in High Dimensions, from Truncated Samples. A Circuit-Level Amoeba-Inspired SAT Solver. FishEyeRecNet: A Multi-Context Collaborative Deep Network for Fisheye Image Rectification. Deep Joint Source-Channel Coding for Wireless Image Transmission. Notes on computational-to-statistical gaps: predictions using statistical physics. …
Paper Group ANR 844

Paper Group ANR 844

October 17, 2019

DeepProteomics: Protein family classification using Shallow and Deep Networks. End-to-End Streaming Keyword Spotting. Tattoo Image Search at Scale: Joint Detection and Compact Representation Learning. Color naming guided intrinsic image decomposition. Deep Appearance Models for Face Rendering. Class label autoencoder for zero-shot learning. Groundi …
Paper Group ANR 845

Paper Group ANR 845

October 17, 2019

Automatic Segmentation of Thoracic Aorta Segments in Low-Dose Chest CT. Antifragility for Intelligent Autonomous Systems. Metric for Automatic Machine Translation Evaluation based on Universal Sentence Representations. Non-Oscillatory Pattern Learning for Non-Stationary Signals. Improving Face Detection Performance with 3D-Rendered Synthetic Data. …
Paper Group ANR 846

Paper Group ANR 846

October 17, 2019

Adversarial Learning with Local Coordinate Coding. Mobile Machine Learning Hardware at ARM: A Systems-on-Chip (SoC) Perspective. Sequential change-point detection in high-dimensional Gaussian graphical models. SCORES: Shape Composition with Recursive Substructure Priors. Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance. …
Paper Group ANR 847

Paper Group ANR 847

October 17, 2019

What’s Going On in Neural Constituency Parsers? An Analysis. A Tour of Reinforcement Learning: The View from Continuous Control. A latent topic model for mining heterogenous non-randomly missing electronic health records data. Learning Visual Question Answering by Bootstrapping Hard Attention. Domain Alignment with Triplets. A Neurobiological Evalu …
Paper Group ANR 848

Paper Group ANR 848

October 17, 2019

Large Scale Local Online Similarity/Distance Learning Framework based on Passive/Aggressive. AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning. Bayesian Adversarial Spheres: Bayesian Inference and Adversarial Examples in a Noiseless Setting. Preventing Unnecessary Groundings in the Lifte …
Paper Group ANR 849

Paper Group ANR 849

October 17, 2019

Sample Compression, Support Vectors, and Generalization in Deep Learning. Panoptic Segmentation with a Joint Semantic and Instance Segmentation Network. Deep Convolutional Neural Networks in the Face of Caricature: Identity and Image Revealed. WHAI: Weibull Hybrid Autoencoding Inference for Deep Topic Modeling. Cost-Aware Learning and Optimization …