[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 32
October 20, 2019

Paper Group ANR 32

Autowarp: Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders. Interactive Binary Image Segmentation with Edge Preservation. Content-based Propagation of User Markings for Interactive Segmentation of Patterned Images. Understanding and Improving Deep Neural Network for Activity Recognition. Homogeneous Feature Transfe …

Paper Group ANR 33

Paper Group ANR 33

October 20, 2019

Normalized Cut Loss for Weakly-supervised CNN Segmentation. Natural Language Processing for Music Knowledge Discovery. Syntax-Aware Language Modeling with Recurrent Neural Networks. Channel Charting: Locating Users within the Radio Environment using Channel State Information. Heteroskedastic PCA: Algorithm, Optimality, and Applications. Notes on Ab …
Paper Group ANR 34

Paper Group ANR 34

October 20, 2019

Distilling Critical Paths in Convolutional Neural Networks. Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize. Introducing a hybrid model of DEA and data mining in evaluating efficiency. Case study: Bank Branches. Objects Localisation from Motion with Constraints. Improving CNN Training using Disentanglement for L …
Paper Group ANR 35

Paper Group ANR 35

October 20, 2019

Presentation Attack Detection for Cadaver Iris. Hallucinating Dense Optical Flow from Sparse Lidar for Autonomous Vehicles. Omnidirectional CNN for Visual Place Recognition and Navigation. Testing Changes in Communities for the Stochastic Block Model. Fitting New Speakers Based on a Short Untranscribed Sample. Predicting Oral Disintegrating Tablet …
Paper Group ANR 36

Paper Group ANR 36

October 20, 2019

Explaining Black Boxes on Sequential Data using Weighted Automata. Super-pixel cloud detection using Hierarchical Fusion CNN. A two-stage hybrid model by using artificial neural networks as feature construction algorithms. Single Day Outdoor Photometric Stereo. Deep learning based cloud detection for medium and high resolution remote sensing images …
Paper Group ANR 37

Paper Group ANR 37

October 20, 2019

Convex Class Model on Symmetric Positive Definite Manifolds. Don’t Classify, Translate: Multi-Level E-Commerce Product Categorization Via Machine Translation. Physics-based Learned Design: Optimized Coded-Illumination for Quantitative Phase Imaging. Towards the Targeted Environment-Specific Evolution of Robot Components. Sample Dropout for Audio Sc …
Paper Group ANR 38

Paper Group ANR 38

October 20, 2019

Human activity recognition based on time series analysis using U-Net. Detecting Intentions of Vulnerable Road Users Based on Collective Intelligence. Adaptation to Easy Data in Prediction with Limited Advice. Random Feature Stein Discrepancies. On the Role of Event Boundaries in Egocentric Activity Recognition from Photostreams. Activity Recognitio …
Paper Group ANR 39

Paper Group ANR 39

October 20, 2019

Starting Movement Detection of Cyclists Using Smart Devices. Optimization Design of Decentralized Control for Complex Decentralized Systems. Unsupervised Cross-lingual Word Embedding by Multilingual Neural Language Models. Subsampling MCMC - An introduction for the survey statistician. GroundNet: Monocular Ground Plane Normal Estimation with Geomet …
Paper Group ANR 4

Paper Group ANR 4

October 20, 2019

Gaussian mixture models with Wasserstein distance. The Globally Optimal Reparameterization Algorithm: an Alternative to Fast Dynamic Time Warping for Action Recognition in Video Sequences. Coarse-to-fine: A RNN-based hierarchical attention model for vehicle re-identification. DxNAT - Deep Neural Networks for Explaining Non-Recurring Traffic Congest …
Paper Group ANR 40

Paper Group ANR 40

October 20, 2019

Automated Bridge Component Recognition using Video Data. On the Generation of Medical Question-Answer Pairs. Deep learning for word-level handwritten Indic script identification. Gaussian Process Landmarking on Manifolds. Person Search via A Mask-Guided Two-Stream CNN Model. From Thumbnails to Summaries - A single Deep Neural Network to Rule Them A …
Paper Group ANR 41

Paper Group ANR 41

October 20, 2019

Unbounded Output Networks for Classification. Fast Global Convergence via Landscape of Empirical Loss. Deep Global-Relative Networks for End-to-End 6-DoF Visual Localization and Odometry. Pre and Post-hoc Diagnosis and Interpretation of Malignancy from Breast DCE-MRI. PronouncUR: An Urdu Pronunciation Lexicon Generator. Safe Exploration in Markov D …
Paper Group ANR 42

Paper Group ANR 42

October 20, 2019

GANtruth - an unpaired image-to-image translation method for driving scenarios. Towards Robust Interpretability with Self-Explaining Neural Networks. Identification of Seed Cells in Multispectral Images for GrowCut Segmentation. Integrating omics and MRI data with kernel-based tests and CNNs to identify rare genetic markers for Alzheimer’s disease. …
Paper Group ANR 43

Paper Group ANR 43

October 20, 2019

Multi-Scale DenseNet-Based Electricity Theft Detection. Ensemble Kalman Inversion: A Derivative-Free Technique For Machine Learning Tasks. Facial Attributes: Accuracy and Adversarial Robustness. PIRC Net : Using Proposal Indexing, Relationships and Context for Phrase Grounding. Inter-Scanner Harmonization of High Angular Resolution DW-MRI using Nul …
Paper Group ANR 44

Paper Group ANR 44

October 20, 2019

Reasoning about multiple aspects in DLs: Semantics and Closure Construction. TLR: Transfer Latent Representation for Unsupervised Domain Adaptation. PRESISTANT: Learning based assistant for data pre-processing. An Algorithmic Framework to Control Bias in Bandit-based Personalization. Social Media Analysis based on Semanticity of Streaming and Batch …
Paper Group ANR 45

Paper Group ANR 45

October 20, 2019

Context Spaces as the Cornerstone of a Near-Transparent & Self-Reorganizing Semantic Desktop. Semantic Image Retrieval by Uniting Deep Neural Networks and Cognitive Architectures. Semi-parametric Image Synthesis. Transparency and Explanation in Deep Reinforcement Learning Neural Networks. Oblique Stripe Removal in Remote Sensing Images via Oriented …
Paper Group ANR 46

Paper Group ANR 46

October 20, 2019

Talking Face Generation by Conditional Recurrent Adversarial Network. Approximate k-space models and Deep Learning for fast photoacoustic reconstruction. BIN-CT: Urban Waste Collection based in Predicting the Container Fill Level. Photometric Stereo in Participating Media Considering Shape-Dependent Forward Scatter. Marrying up Regular Expressions …
Paper Group ANR 47

Paper Group ANR 47

October 20, 2019

Positional Cartesian Genetic Programming. Vehicle Detection in Aerial Images. HDM-Net: Monocular Non-Rigid 3D Reconstruction with Learned Deformation Model. Centroid estimation based on symmetric KL divergence for Multinomial text classification problem. Learning through Probing: a decentralized reinforcement learning architecture for social dilemm …
Paper Group ANR 48

Paper Group ANR 48

October 20, 2019

Supervised and Semi-Supervised Deep Neural Networks for CSI-Based Authentication. WebSeg: Learning Semantic Segmentation from Web Searches. A Unified Knowledge Representation and Context-aware Recommender System in Internet of Things. Quick Best Action Identification in Linear Bandit Problems. Document Chunking and Learning Objective Generation for …
Paper Group ANR 49

Paper Group ANR 49

October 20, 2019

Self-Contained Stylization via Steganography for Reverse and Serial Style Transfer. Learning Multi-Layer Transform Models. Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization. The UN Parallel Corpus Annotated for Translation Direction. Learning without Memorizing. Learning Sound Events From …
Paper Group ANR 5

Paper Group ANR 5

October 20, 2019

A PTAS for $\ell_p$-Low Rank Approximation. Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs. Entropic Variable Projection for Explainability and Intepretability. DeepSeeNet: A deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus ph …
Paper Group ANR 50

Paper Group ANR 50

October 20, 2019

Combinatorial Multi-Objective Multi-Armed Bandit Problem. Optimal and Low-Complexity Dynamic Spectrum Access for RF-Powered Ambient Backscatter System with Online Reinforcement Learning. Image Reconstruction Using Deep Learning. Enhanced 3DTV Regularization and Its Applications on Hyper-spectral Image Denoising and Compressed Sensing. k-SVRG: Varia …
Paper Group ANR 51

Paper Group ANR 51

October 20, 2019

The CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection. Vibration-Based Damage Detection in Wind Turbine Blades using Phase-Based Motion Estimation and Motion Magnification. MORF: A Framework for Predictive Modeling and Replication At Scale With Privacy-Restricted MOOC Data. Revisiting Small Batch Training for Deep Neural Netw …
Paper Group ANR 52

Paper Group ANR 52

October 20, 2019

TIDBD: Adapting Temporal-difference Step-sizes Through Stochastic Meta-descent. DeepTwist: Learning Model Compression via Occasional Weight Distortion. Learning to Evaluate Image Captioning. To Compress, or Not to Compress: Characterizing Deep Learning Model Compression for Embedded Inference. Domain2Vec: Deep Domain Generalization. Detecting the T …
Paper Group ANR 53

Paper Group ANR 53

October 20, 2019

A Computational Model of Commonsense Moral Decision Making. CoBaR: Confidence-Based Recommender. A General Dichotomy of Evolutionary Algorithms on Monotone Functions. Predicting Group Cohesiveness in Images. A Sparse Coding Multi-Scale Precise-Timing Machine Learning Algorithm for Neuromorphic Event-Based Sensors. ABMOF: A Novel Optical Flow Algori …
Paper Group ANR 54

Paper Group ANR 54

October 20, 2019

Contextual bandits with surrogate losses: Margin bounds and efficient algorithms. Anderson Acceleration for Reinforcement Learning. Impacts of Dirty Data: and Experimental Evaluation. Efficient Optimization Algorithms for Robust Principal Component Analysis and Its Variants. Beyond Weight Tying: Learning Joint Input-Output Embeddings for Neural Mac …
Paper Group ANR 55

Paper Group ANR 55

October 20, 2019

Efficient Graph Cut Optimization for Full CRFs with Quantized Edges. LEARN Codes: Inventing Low-latency Codes via Recurrent Neural Networks. Online Learning in Kernelized Markov Decision Processes. Counterfactuals uncover the modular structure of deep generative models. Mining Threat Intelligence about Open-Source Projects and Libraries from Code R …
Paper Group ANR 56

Paper Group ANR 56

October 20, 2019

WRPN & Apprentice: Methods for Training and Inference using Low-Precision Numerics. Fenchel Lifted Networks: A Lagrange Relaxation of Neural Network Training. A New Multi-vehicle Trajectory Generator to Simulate Vehicle-to-Vehicle Encounters. Unsupervised Domain Adaptation using Generative Models and Self-ensembling. Efficient Facial Representation …
Paper Group ANR 57

Paper Group ANR 57

October 20, 2019

Estimating the Spectral Density of Large Implicit Matrices. How did Donald Trump Surprisingly Win the 2016 United States Presidential Election? an Information-Theoretic Perspective (Clean Sensing for Big Data Analytics:Optimal Strategies,Estimation Error Bounds Tighter than the Cramér-Rao Bound). Change Surfaces for Expressive Multidimensional Chan …