[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 934
October 17, 2019

Paper Group ANR 934

SURFACE: Semantically Rich Fact Validation with Explanations. An Ensemble Generation Method Based on Instance Hardness. WiPIN: Operation-free Passive Person Identification Using Wi-Fi Signals. Composable Core-sets for Determinant Maximization Problems via Spectral Spanners. A Geometric Approach of Gradient Descent Algorithms in Neural Networks. Fea …

Paper Group ANR 935

Paper Group ANR 935

October 17, 2019

Integrating Artificial Intelligence with Real-time Intracranial EEG Monitoring to Automate Interictal Identification of Seizure Onset Zones in Focal Epilepsy. Design and software implementation of subsystems for creating and using the ontological base of a research scientist. Latent Variable Model for Multi-modal Translation. Can everyday AI be eth …
Paper Group ANR 936

Paper Group ANR 936

October 17, 2019

On Stacked Denoising Autoencoder based Pre-training of ANN for Isolated Handwritten Bengali Numerals Dataset Recognition. Reasoning about Unforeseen Possibilities During Policy Learning. An Implementation of Back-Propagation Learning on GF11, a Large SIMD Parallel Computer. Optimal Stochastic Delivery Planning in Full-Truckload and Less-Than-Truckl …
Paper Group ANR 937

Paper Group ANR 937

October 17, 2019

IoT2Vec: Identification of Similar IoT Devices via Activity Footprints. A Kernel Embedding-based Approach for Nonstationary Causal Model Inference. One-Shot High-Fidelity Imitation: Training Large-Scale Deep Nets with RL. Par4Sim – Adaptive Paraphrasing for Text Simplification. Knowledge and Blameworthiness. A Bayesian Model for Bivariate Causal I …
Paper Group ANR 938

Paper Group ANR 938

October 17, 2019

Real-time on-board obstacle avoidance for UAVs based on embedded stereo vision. Dependence in Propositional Logic: Formula-Formula Dependence and Formula Forgetting – Application to Belief Update and Conservative Extension. Unbiased scalable softmax optimization. The Art of Drafting: A Team-Oriented Hero Recommendation System for Multiplayer Onlin …
Paper Group ANR 939

Paper Group ANR 939

October 17, 2019

Conditional Information Gain Networks. How deep should be the depth of convolutional neural networks: a backyard dog case study. An Optimal Rewiring Strategy for Reinforcement Social Learning in Cooperative Multiagent Systems. Crowd Counting using Deep Recurrent Spatial-Aware Network. Pose-Based Two-Stream Relational Networks for Action Recognition …
Paper Group ANR 940

Paper Group ANR 940

October 17, 2019

Sequence-based Person Attribute Recognition with Joint CTC-Attention Model. Gaussian process classification using posterior linearisation. Bias Mitigation Post-processing for Individual and Group Fairness. Localization-Aware Active Learning for Object Detection. Singular Value Decomposition of Operators on Reproducing Kernel Hilbert Spaces. Multiba …
Paper Group ANR 941

Paper Group ANR 941

October 17, 2019

CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge. Enhanced Machine Learning Techniques for Early HARQ Feedback Prediction in 5G. Binary output layer of feedforward neural networks for solving multi-class classification problems. Optimizing Variational Quantum Circuits using Evolution Strategies. Dropout durin …
Paper Group ANR 942

Paper Group ANR 942

October 17, 2019

Rademacher Complexity for Adversarially Robust Generalization. Performance Guarantees for Homomorphisms Beyond Markov Decision Processes. Finding Better Topologies for Deep Convolutional Neural Networks by Evolution. An Aggressive Genetic Programming Approach for Searching Neural Network Structure Under Computational Constraints. CrossNet: An End-t …
Paper Group ANR 943

Paper Group ANR 943

October 17, 2019

Image Super-Resolution Using VDSR-ResNeXt and SRCGAN. PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report. Channel-wise and Spatial Feature Modulation Network for Single Image Super-Resolution. Denoising Dictionary Learning Against Adversarial Perturbations. Qualitätsmaße binärer Klassifikationen im Bereich kriminalprognostischer …
Paper Group ANR 944

Paper Group ANR 944

October 17, 2019

Fast Optimal Bandwidth Selection for RBF Kernel using Reproducing Kernel Hilbert Space Operators for Kernel Based Classifiers. Deep State Space Models for Unconditional Word Generation. MedAL: Deep Active Learning Sampling Method for Medical Image Analysis. Eliminating Latent Discrimination: Train Then Mask. Physics-constrained, data-driven discove …
Paper Group ANR 945

Paper Group ANR 945

October 17, 2019

Conceptual Content in Deep Convolutional Neural Networks: An analysis into multi-faceted properties of neurons. On Abruptly-Changing and Slowly-Varying Multiarmed Bandit Problems. Algorithmic Regularization in Learning Deep Homogeneous Models: Layers are Automatically Balanced. Predicting Distresses using Deep Learning of Text Segments in Annual Re …
Paper Group ANR 946

Paper Group ANR 946

October 17, 2019

IcoRating: A Deep-Learning System for Scam ICO Identification. Extending classical surrogate modelling to high-dimensions through supervised dimensionality reduction: a data-driven approach. Optimizing Non-decomposable Measures with Deep Networks. A Survey on Deep Learning Toolkits and Libraries for Intelligent User Interfaces. Asynchronous Stochas …
Paper Group ANR 947

Paper Group ANR 947

October 17, 2019

Joint Embedding Learning and Low-Rank Approximation: A Framework for Incomplete Multi-view Learning. Stochastic Variance-Reduced Cubic Regularized Newton Method. On the difficulty of a distributional semantics of spoken language. Deep Collective Matrix Factorization for Augmented Multi-View Learning. Learning to Bound the Multi-class Bayes Error. S …
Paper Group ANR 948

Paper Group ANR 948

October 17, 2019

Learning Structure and Strength of CNN Filters for Small Sample Size Training. MT-Spike: A Multilayer Time-based Spiking Neuromorphic Architecture with Temporal Error Backpropagation. Predicate learning in neural systems: Discovering latent generative structures. Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concep …
Paper Group ANR 949

Paper Group ANR 949

October 17, 2019

Facial Expression Analysis under Partial Occlusion: A Survey. Kernel Embedding Approaches to Orbit Determination of Spacecraft Clusters. A Multi-Modal Approach to Infer Image Affect. Institutional Metaphors for Designing Large-Scale Distributed AI versus AI Techniques for Running Institutions. Interpreting DNN output layer activations: A strategy t …
Paper Group ANR 950

Paper Group ANR 950

October 17, 2019

Deep Diabetologist: Learning to Prescribe Hyperglycemia Medications with Hierarchical Recurrent Neural Networks. Error Detection in a Large-Scale Lexical Taxonomy. Cleaning up the neighborhood: A full classification for adversarial partial monitoring. The Dynamics of Learning: A Random Matrix Approach. User-Guided Deep Anime Line Art Colorization w …
Paper Group ANR 951

Paper Group ANR 951

October 17, 2019

A Framework for Automated Pop-song Melody Generation with Piano Accompaniment Arrangement. Quality-Net: An End-to-End Non-intrusive Speech Quality Assessment Model based on BLSTM. Understanding Deep Convolutional Networks through Gestalt Theory. Binary Image Features Proposed to Empower Computer Vision. Improving Classification Rate of Schizophreni …
Paper Group ANR 952

Paper Group ANR 952

October 17, 2019

Ego-Downward and Ambient Video based Person Location Association. Cooking State Recognition from Images Using Inception Architecture. RUSSE’2018: A Shared Task on Word Sense Induction for the Russian Language. A generalized financial time series forecasting model based on automatic feature engineering using genetic algorithms and support vector mac …
Paper Group ANR 953

Paper Group ANR 953

October 17, 2019

Finite Biased Teaching with Infinite Concept Classes. GP-RVM: Genetic Programing-based Symbolic Regression Using Relevance Vector Machine. Deep Spatial Feature Reconstruction for Partial Person Re-identification: Alignment-Free Approach. Is Q-learning Provably Efficient?. Smooth Inter-layer Propagation of Stabilized Neural Networks for Classificati …
Paper Group ANR 954

Paper Group ANR 954

October 17, 2019

Recovery of Noisy Points on Band-limited Surfaces: Kernel Methods Re-explained. Learning to Localize Sound Source in Visual Scenes. A chemical language based approach for protein - ligand interaction prediction. Deep Confidence: A Computationally Efficient Framework for Calculating Reliable Errors for Deep Neural Networks. On the Learning of Deep L …
Paper Group ANR 955

Paper Group ANR 955

October 17, 2019

3D Face Hallucination from a Single Depth Frame. SiGAN: Siamese Generative Adversarial Network for Identity-Preserving Face Hallucination. A Bandit Approach to Multiple Testing with False Discovery Control. Face hallucination using cascaded super-resolution and identity priors. A Systematic Analysis for State-of-the-Art 3D Lung Nodule Proposals Gen …
Paper Group ANR 956

Paper Group ANR 956

October 17, 2019

Hyperbolic Deep Learning for Chinese Natural Language Understanding. Domain Confusion with Self Ensembling for Unsupervised Adaptation. Social Media Analysis For Organizations: Us Northeastern Public And State Libraries Case Study. RIFT: Multi-modal Image Matching Based on Radiation-invariant Feature Transform. Semi-supervised classification by rea …
Paper Group ANR 957

Paper Group ANR 957

October 17, 2019

Noise Sensitivity of Local Descriptors vs ConvNets: An application to Facial Recognition. Wavelet Sparse Regularization for Manifold-Valued Data. Arbitrary Discrete Sequence Anomaly Detection with Zero Boundary LSTM. Can we learn where people go?. Proximal Policy Optimization and its Dynamic Version for Sequence Generation. Deep Unfolded Robust PCA …
Paper Group ANR 958

Paper Group ANR 958

October 17, 2019

Knowledge Distillation with Feature Maps for Image Classification. Data-Driven Forecasting of High-Dimensional Chaotic Systems with Long Short-Term Memory Networks. Dynamic Feature Scaling for K-Nearest Neighbor Algorithm. Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations. An Empirical Assessment of the Complexity an …
Paper Group ANR 959

Paper Group ANR 959

October 17, 2019

Machine Learning at the Edge: A Data-Driven Architecture with Applications to 5G Cellular Networks. Dense neural networks as sparse graphs and the lightning initialization. Listening for Sirens: Locating and Classifying Acoustic Alarms in City Scenes. Deep Inferential Spatial-Temporal Network for Forecasting Air Pollution Concentrations. Component …
Paper Group ANR 960

Paper Group ANR 960

October 17, 2019

Interpretable Intuitive Physics Model. Real-Time Stereo Vision for Road Surface 3-D Reconstruction. Robustness to fundamental uncertainty in AGI alignment. Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching. Monocular Depth Estimation with Augmented Ordinal Depth Relationships. Learning to Caption Images through a Lifeti …
Paper Group ANR 961

Paper Group ANR 961

October 17, 2019

Gradient descent in higher codimension. Automated Segmentation of Cervical Nuclei in Pap Smear Images using Deformable Multi-path Ensemble Model. Sigsoftmax: Reanalysis of the Softmax Bottleneck. An Image Processing based Object Counting Approach for Machine Vision Application. Exploration on Grounded Word Embedding: Matching Words and Images with …