[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 106
July 29, 2019

Paper Group ANR 106

Two-Bit Networks for Deep Learning on Resource-Constrained Embedded Devices. Multi-channel Weighted Nuclear Norm Minimization for Real Color Image Denoising. Deep Feature Learning for Graphs. New Fairness Metrics for Recommendation that Embrace Differences. Improving Document Clustering by Eliminating Unnatural Language. A Generative Model of a Pro …

Paper Group ANR 107

Paper Group ANR 107

July 29, 2019

Classification of Medical Images and Illustrations in the Biomedical Literature Using Synergic Deep Learning. A Nearly Instance Optimal Algorithm for Top-k Ranking under the Multinomial Logit Model. Parsimonious Random Vector Functional Link Network for Data Streams. Taste or Addiction?: Using Play Logs to Infer Song Selection Motivation. Proceedin …
Paper Group ANR 108

Paper Group ANR 108

July 29, 2019

Metacognitive Learning Approach for Online Tool Condition Monitoring. A Lightweight Approach for On-the-Fly Reflectance Estimation. FoveaNet: Perspective-aware Urban Scene Parsing. Fast Low-Rank Bayesian Matrix Completion with Hierarchical Gaussian Prior Models. On Seeking Consensus Between Document Similarity Measures. Kernel Method for Detecting …
Paper Group ANR 109

Paper Group ANR 109

July 29, 2019

Generative diffeomorphic atlas construction from brain and spinal cord MRI data. On the idea of a new artificial intelligence based optimization algorithm inspired from the nature of vortex. Learning of Gaussian Processes in Distributed and Communication Limited Systems. Learning with Options that Terminate Off-Policy. A decentralized route to the …
Paper Group ANR 11

Paper Group ANR 11

July 29, 2019

On- and Off-Policy Monotonic Policy Improvement. Rate-optimal Meta Learning of Classification Error. Siamese Neural Networks for One-shot detection of Railway Track Switches. A Convex Framework for Fair Regression. Classification and Representation via Separable Subspaces: Performance Limits and Algorithms. Finding Algebraic Structure of Care in Ti …
Paper Group ANR 110

Paper Group ANR 110

July 29, 2019

Hypotheses testing on infinite random graphs. Using Mise-En-Scène Visual Features based on MPEG-7 and Deep Learning for Movie Recommendation. Learning to Predict: A Fast Re-constructive Method to Generate Multimodal Embeddings. Functional connectivity patterns of autism spectrum disorder identified by deep feature learning. SOT for MOT. Fitting Jum …
Paper Group ANR 111

Paper Group ANR 111

July 29, 2019

Automatic Segmentation of the Left Ventricle in Cardiac CT Angiography Using Convolutional Neural Network. Contextual Explanation Networks. Why are Big Data Matrices Approximately Low Rank?. Autonomous Agents Modelling Other Agents: A Comprehensive Survey and Open Problems. A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping. A Deep L …
Paper Group ANR 112

Paper Group ANR 112

July 29, 2019

3D Based Landmark Tracker Using Superpixels Based Segmentation for Neuroscience and Biomechanics Studies. Distance weighted discrimination of face images for gender classification. Malaria Likelihood Prediction By Effectively Surveying Households Using Deep Reinforcement Learning. An Outlyingness Matrix for Multivariate Functional Data Classificati …
Paper Group ANR 113

Paper Group ANR 113

July 29, 2019

CardiacNET: Segmentation of Left Atrium and Proximal Pulmonary Veins from MRI Using Multi-View CNN. Why Adaptively Collected Data Have Negative Bias and How to Correct for It. A Summary Of The Kernel Matrix, And How To Learn It Effectively Using Semidefinite Programming. FastVentricle: Cardiac Segmentation with ENet. STDP Based Pruning of Connectio …
Paper Group ANR 114

Paper Group ANR 114

July 29, 2019

Extracting 3D Vascular Structures from Microscopy Images using Convolutional Recurrent Networks. Large Scale Evolution of Convolutional Neural Networks Using Volunteer Computing. Robust method for finding sparse solutions to linear inverse problems using an L2 regularization. A Deep Cascade Network for Unaligned Face Attribute Classification. From …
Paper Group ANR 115

Paper Group ANR 115

July 29, 2019

Sampling Variations of Lead Sheets. Compact Hash Code Learning with Binary Deep Neural Network. The Relationship Between Agnostic Selective Classification Active Learning and the Disagreement Coefficient. Human activity recognition from mobile inertial sensors using recurrence plots. Automatic White-Box Testing of First-Order Logic Ontologies. Conv …
Paper Group ANR 116

Paper Group ANR 116

July 29, 2019

Limitations on Variance-Reduction and Acceleration Schemes for Finite Sum Optimization. Efficient Inferencing of Compressed Deep Neural Networks. Evidence Updating for Stream-Processing in Big-Data: Robust Conditioning in Soft and Hard Fusion Environments. A feasibility study for predicting optimal radiation therapy dose distributions of prostate c …
Paper Group ANR 117

Paper Group ANR 117

July 29, 2019

Computer methods for 3D motion tracking in real-time. Illuminant Spectra-based Source Separation Using Flash Photography. ES Is More Than Just a Traditional Finite-Difference Approximator. Global optimization for low-dimensional switching linear regression and bounded-error estimation. Predicting Positive and Negative Links with Noisy Queries: Theo …
Paper Group ANR 118

Paper Group ANR 118

July 29, 2019

One-Shot Learning in Discriminative Neural Networks. A Deep Learning Approach for Population Estimation from Satellite Imagery. Parallel and in-process compilation of individuals for genetic programming on GPU. The principle of cognitive action - Preliminary experimental analysis. Improving precision and recall of face recognition in SIPP with comb …
Paper Group ANR 119

Paper Group ANR 119

July 29, 2019

Nonparametric independence testing via mutual information. Deep API Programmer: Learning to Program with APIs. Specious rules: an efficient and effective unifying method for removing misleading and uninformative patterns in association rule mining. A unified deep artificial neural network approach to partial differential equations in complex geomet …
Paper Group ANR 12

Paper Group ANR 12

July 29, 2019

Training Neural Networks Based on Imperialist Competitive Algorithm for Predicting Earthquake Intensity. Surface Normals in the Wild. Learning Audio Sequence Representations for Acoustic Event Classification. Embedded Real-Time Fall Detection Using Deep Learning For Elderly Care. I Probe, Therefore I Am: Designing a Virtual Journalist with Human Em …
Paper Group ANR 120

Paper Group ANR 120

July 29, 2019

Principled Hybrids of Generative and Discriminative Domain Adaptation. A Labelling Framework for Probabilistic Argumentation. Prototypal Analysis and Prototypal Regression. Target-Quality Image Compression with Recurrent, Convolutional Neural Networks. A new image compression by gradient Haar wavelet. Foundations for a Probabilistic Event Calculus. …
Paper Group ANR 121

Paper Group ANR 121

July 29, 2019

End-to-end Face Detection and Cast Grouping in Movies Using Erdős-Rényi Clustering. A textual transform of multivariate time-series for prognostics. Two-dimensional Anti-jamming Mobile Communication Based on Reinforcement Learning. Robust Computer Algebra, Theorem Proving, and Oracle AI. Modeling of the Latent Embedding of Music using Deep Neural N …
Paper Group ANR 122

Paper Group ANR 122

July 29, 2019

Support Spinor Machine. Learning to Learn from Noisy Web Videos. Checkpoint Ensembles: Ensemble Methods from a Single Training Process. Towards Instance Segmentation with Object Priority: Prominent Object Detection and Recognition. Benchmarking Decoupled Neural Interfaces with Synthetic Gradients. Document Image Binarization with Fully Convolutiona …
Paper Group ANR 123

Paper Group ANR 123

July 29, 2019

Disruptive Event Classification using PMU Data in Distribution Networks. Emotional Metaheuristics For in-situ Foraging Using Sensor Constrained Robot Swarms. A fast ILP-based Heuristic for the robust design of Body Wireless Sensor Networks. Morphology-based Entity and Relational Entity Extraction Framework for Arabic. Private Incremental Regression …
Paper Group ANR 124

Paper Group ANR 124

July 29, 2019

Probability Reversal and the Disjunction Effect in Reasoning Systems. An Online Development Environment for Answer Set Programming. Memory Augmented Control Networks. Catalyst Acceleration for Gradient-Based Non-Convex Optimization. Towards Neural Machine Translation with Partially Aligned Corpora. Learning Aerial Image Segmentation from Online Map …
Paper Group ANR 125

Paper Group ANR 125

July 29, 2019

Performance Comparison of Algorithms for Movie Rating Estimation. Theory II: Landscape of the Empirical Risk in Deep Learning. Users prefer Guetzli JPEG over same-sized libjpeg. To tune or not to tune the number of trees in random forest?. An Automatic Contextual Analysis and Clustering Classifiers Ensemble approach to Sentiment Analysis. Sparsity, …
Paper Group ANR 126

Paper Group ANR 126

July 29, 2019

Thinking, Fast and Slow: Combining Vector Spaces and Knowledge Graphs. Automatic Recognition of Coal and Gangue based on Convolution Neural Network. Multi-modal Aggregation for Video Classification. Output Reachable Set Estimation and Verification for Multi-Layer Neural Networks. Reinforced Video Captioning with Entailment Rewards. On the Relations …
Paper Group ANR 127

Paper Group ANR 127

July 29, 2019

Analogical-based Bayesian Optimization. Report: Dynamic Eye Movement Matching and Visualization Tool in Neuro Gesture. Visual Question Generation as Dual Task of Visual Question Answering. Evidence for the size principle in semantic and perceptual domains. PANFIS++: A Generalized Approach to Evolving Learning. Pronunciation recognition of English p …
Paper Group ANR 128

Paper Group ANR 128

July 29, 2019

Capacity limitations of visual search in deep convolutional neural network. Exploiting Convolutional Representations for Multiscale Human Settlement Detection. Convolutional Neural Networks Via Node-Varying Graph Filters. Bringing Salary Transparency to the World: Computing Robust Compensation Insights via LinkedIn Salary. Learning Rank Reduced Int …
Paper Group ANR 129

Paper Group ANR 129

July 29, 2019

Global and Local Information Based Deep Network for Skin Lesion Segmentation. Mahalanonbis Distance Informed by Clustering. A Neural Network model with Bidirectional Whitening. Automatic breast cancer grading in lymph nodes using a deep neural network. Language Transfer of Audio Word2Vec: Learning Audio Segment Representations without Target Langua …
Paper Group ANR 13

Paper Group ANR 13

July 29, 2019

Neonatal Seizure Detection using Convolutional Neural Networks. Accelerated Image Reconstruction for Nonlinear Diffractive Imaging. A watershed-based algorithm to segment and classify cells in fluorescence microscopy images. Function approximation with zonal function networks with activation functions analogous to the rectified linear unit function …
Paper Group ANR 130

Paper Group ANR 130

July 29, 2019

Do Reichenbachian Common Cause Systems of Arbitrary Finite Size Exist?. Improving coreference resolution with automatically predicted prosodic information. An Interactive Tool for Natural Language Processing on Clinical Text. Fast Modeling Methods for Complex System with Separable Features. End-to-End Multi-View Lipreading. Experience-based Optimiz …