[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 301
July 28, 2019

Paper Group ANR 301

A Note on Community Trees in Networks. Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems. View-invariant Gait Recognition through Genetic Template Segmentation. Practical Coreset Constructions for Machine Learning. Efficient-UCBV: An Almost Optimal Algorithm using Variance Estimates. Non-parametric Est …

Paper Group ANR 302

Paper Group ANR 302

July 28, 2019

Learning Mixture of Gaussians with Streaming Data. On the Discrepancy Between Kleinberg’s Clustering Axioms and $k$-Means Clustering Algorithm Behavior. Towards Speech Emotion Recognition “in the wild” using Aggregated Corpora and Deep Multi-Task Learning. Toward a Formal Model of Cognitive Synergy. Aircraft Fuselage Defect Detection using Deep Neu …
Paper Group ANR 303

Paper Group ANR 303

July 28, 2019

Graph-Based Classification of Omnidirectional Images. Classification of Aerial Photogrammetric 3D Point Clouds. How hard can it be? Estimating the difficulty of visual search in an image. Improving content marketing processes with the approaches by artificial intelligence. Convolutional Spike Timing Dependent Plasticity based Feature Learning in Sp …
Paper Group ANR 304

Paper Group ANR 304

July 28, 2019

Automatic Recognition of Mammal Genera on Camera-Trap Images using Multi-Layer Robust Principal Component Analysis and Mixture Neural Networks. Graphcut Texture Synthesis for Single-Image Superresolution. DeepFuse: A Deep Unsupervised Approach for Exposure Fusion with Extreme Exposure Image Pairs. Deep Projective 3D Semantic Segmentation. SEGCloud: …
Paper Group ANR 305

Paper Group ANR 305

July 28, 2019

Attentive Convolutional Neural Network based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech. Geometric Enclosing Networks. Relative Depth Order Estimation Using Multi-scale Densely Connected Convolutional Networks. Stein Variational Gradient Descent as Gradient Flow. Analysing Data-To-Text Gener …
Paper Group ANR 306

Paper Group ANR 306

July 28, 2019

Direct White Matter Bundle Segmentation using Stacked U-Nets. Discrepancy-Based Algorithms for Non-Stationary Rested Bandits. Incremental learning of high-level concepts by imitation. Robust and Precise Vehicle Localization based on Multi-sensor Fusion in Diverse City Scenes. Jointly Optimizing Placement and Inference for Beacon-based Localization. …
Paper Group ANR 307

Paper Group ANR 307

July 28, 2019

Unsupervised Incremental Learning of Deep Descriptors From Video Streams. Frank-Wolfe Optimization for Symmetric-NMF under Simplicial Constraint. Cascaded Region-based Densely Connected Network for Event Detection: A Seismic Application. Hardware-Driven Nonlinear Activation for Stochastic Computing Based Deep Convolutional Neural Networks. UC Merce …
Paper Group ANR 308

Paper Group ANR 308

July 28, 2019

Semi-supervised Learning based on Distributionally Robust Optimization. Sensing Urban Land-Use Patterns By Integrating Google Tensorflow And Scene-Classification Models. Traffic scene recognition based on deep cnn and vlad spatial pyramids. Traffic Flow Forecasting Using a Spatio-Temporal Bayesian Network Predictor. A Computational Approach to Rela …
Paper Group ANR 309

Paper Group ANR 309

July 28, 2019

Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection. Cartoonish sketch-based face editing in videos using identity deformation transfer. Towards personalized human AI interaction - adapting the behavior of AI agents using neural signatures of subjective interest. Learning to Use Lea …
Paper Group ANR 310

Paper Group ANR 310

July 28, 2019

SCNet: Learning Semantic Correspondence. Deep Reinforcement Learning for Conversational AI. Grammatical Inference as a Satisfiability Modulo Theories Problem. General Phase Regularized Reconstruction using Phase Cycling. Semi-Supervised Hierarchical Semantic Object Parsing. Restricting Greed in Training of Generative Adversarial Network. Point of I …
Paper Group ANR 311

Paper Group ANR 311

July 28, 2019

A Brief Study of In-Domain Transfer and Learning from Fewer Samples using A Few Simple Priors. Camera Relocalization by Computing Pairwise Relative Poses Using Convolutional Neural Network. Synthesis of Near-regular Natural Textures. Towards Fully Environment-Aware UAVs: Real-Time Path Planning with Online 3D Wind Field Prediction in Complex Terrai …
Paper Group ANR 312

Paper Group ANR 312

July 28, 2019

Robustness of Maximum Correntropy Estimation Against Large Outliers. On the enumeration of sentences by compactness. Meteorology-Aware Multi-Goal Path Planning for Large-Scale Inspection Missions with Long-Endurance Solar-Powered Aircraft. Estimating activity cycles with probabilistic methods II. The Mount Wilson Ca H&K data. Catalyst design using …
Paper Group ANR 313

Paper Group ANR 313

July 28, 2019

Learning Convex Regularizers for Optimal Bayesian Denoising. Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features. A Generative Model of Group Conversation. Sequential Attention: A Context-Aware Alignment Function for Machine Reading. What are the visual features underlying human versus machine visio …
Paper Group ANR 314

Paper Group ANR 314

July 28, 2019

Dynamic Graph Convolutional Networks. A Color Quantization Optimization Approach for Image Representation Learning. Real-time visual tracking by deep reinforced decision making. Clustering Stable Instances of Euclidean k-means. A Survey on Deep Learning in Medical Image Analysis. Combining Real-Valued and Binary Gabor-Radon Features for Classificat …
Paper Group ANR 315

Paper Group ANR 315

July 28, 2019

Adaptive Matching for Expert Systems with Uncertain Task Types. Multi-Document Summarization using Distributed Bag-of-Words Model. Efficient Online Learning for Optimizing Value of Information: Theory and Application to Interactive Troubleshooting. Search Intelligence: Deep Learning For Dominant Category Prediction. Simulated Annealing Algorithm fo …
Paper Group ANR 316

Paper Group ANR 316

July 28, 2019

Wasserstein Divergence for GANs. Preference Reasoning in Matching Procedures: Application to the Admission Post-Baccalaureat Platform. DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents. Recovering Homography from Camera Captured Documents using Convolutional Neural Networks. A Real- …
Paper Group ANR 317

Paper Group ANR 317

July 28, 2019

Domain Adaptation Using Adversarial Learning for Autonomous Navigation. Non-exchangeable random partition models for microclustering. Capacity, Fidelity, and Noise Tolerance of Associative Spatial-Temporal Memories Based on Memristive Neuromorphic Network. The Dependence of Machine Learning on Electronic Medical Record Quality. Real Multi-Sense or …
Paper Group ANR 318

Paper Group ANR 318

July 28, 2019

Deep Learning for Distant Speech Recognition. Highlighting objects of interest in an image by integrating saliency and depth. Control of the Correlation of Spontaneous Neuron Activity in Biological and Noise-activated CMOS Artificial Neural Microcircuits. BridgeNets: Student-Teacher Transfer Learning Based on Recursive Neural Networks and its Appli …
Paper Group ANR 319

Paper Group ANR 319

July 28, 2019

Rates of Convergence of Spectral Methods for Graphon Estimation. Estimating Mixed Memberships with Sharp Eigenvector Deviations. Two provably consistent divide and conquer clustering algorithms for large networks. Denoising random forests. Ubenwa: Cry-based Diagnosis of Birth Asphyxia. A Sparse Graph-Structured Lasso Mixed Model for Genetic Associa …
Paper Group ANR 320

Paper Group ANR 320

July 28, 2019

Privacy-Preserving Adversarial Networks. Testing for Feature Relevance: The HARVEST Algorithm. Lipschitz Properties for Deep Convolutional Networks. HyperENTM: Evolving Scalable Neural Turing Machines through HyperNEAT. Quantifying Translation-Invariance in Convolutional Neural Networks. Learning to Schedule Deadline- and Operator-Sensitive Tasks. …
Paper Group ANR 321

Paper Group ANR 321

July 28, 2019

Region-Based Image Retrieval Revisited. CUR Decompositions, Similarity Matrices, and Subspace Clustering. Sufficient and necessary causation are dual. Learning from Longitudinal Face Demonstration - Where Tractable Deep Modeling Meets Inverse Reinforcement Learning. Spatially variant PSF modeling in confocal macroscopy. Multi-Task Convolutional Neu …
Paper Group ANR 322

Paper Group ANR 322

July 28, 2019

Efficient Low Rank Tensor Ring Completion. Reinforcement Learning with External Knowledge and Two-Stage Q-functions for Predicting Popular Reddit Threads. Deep Lesion Graphs in the Wild: Relationship Learning and Organization of Significant Radiology Image Findings in a Diverse Large-scale Lesion Database. Visual Relationship Detection with Interna …
Paper Group ANR 323

Paper Group ANR 323

July 28, 2019

Lexical Disambiguation in Natural Language Questions (NLQs). Building Robust Deep Neural Networks for Road Sign Detection. Adaptive Scaling. Computational Social Choice and Computational Complexity: BFFs?. Text-based Adventures of the Golovin AI Agent. High-Precision Localization Using Ground Texture. Good Arm Identification via Bandit Feedback. Fa …
Paper Group ANR 324

Paper Group ANR 324

July 28, 2019

FSL-BM: Fuzzy Supervised Learning with Binary Meta-Feature for Classification. Properties on n-dimensional convolution for image deconvolution. A Joint Identification Approach for Argumentative Writing Revisions. PatternNet: Visual Pattern Mining with Deep Neural Network. Computing Egomotion with Local Loop Closures for Egocentric Videos. WebVision …
Paper Group ANR 325

Paper Group ANR 325

July 28, 2019

An Efficient Method for online Detection of Polychronous Patterns in Spiking Neural Network. Weighted Tensor Decomposition for Learning Latent Variables with Partial Data. Generative Cooperative Net for Image Generation and Data Augmentation. An Evolutionary Computing Enriched RS Attack Resilient Medical Image Steganography Model for Telemedicine A …
Paper Group ANR 326

Paper Group ANR 326

July 28, 2019

An affective computational model for machine consciousness. A visual search engine for Bangladeshi laws. Solving Equations of Random Convex Functions via Anchored Regression. Deep Learning for Automatic Stereotypical Motor Movement Detection using Wearable Sensors in Autism Spectrum Disorders. What Words Do We Use to Lie?: Word Choice in Deceptive …
Paper Group ANR 327

Paper Group ANR 327

July 28, 2019

Orthogonalized ALS: A Theoretically Principled Tensor Decomposition Algorithm for Practical Use. Rate-Distortion Classification for Self-Tuning IoT Networks. PSIque: Next Sequence Prediction of Satellite Images using a Convolutional Sequence-to-Sequence Network. Exploring Outliers in Crowdsourced Ranking for QoE. K3, L3, LP, RM3, A3, FDE: How to Ma …
Paper Group ANR 328

Paper Group ANR 328

July 28, 2019

Evaluation of trackers for Pan-Tilt-Zoom Scenarios. Human experts vs. machines in taxa recognition. Using Artificial Neural Networks (ANN) to Control Chaos. Computation-Performance Optimization of Convolutional Neural Networks with Redundant Kernel Removal. 3D Shape Segmentation via Shape Fully Convolutional Networks. Learning ReLUs via Gradient De …