[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 693
July 27, 2019

Paper Group ANR 693

An Accelerated Communication-Efficient Primal-Dual Optimization Framework for Structured Machine Learning. A Supervised Approach to Extractive Summarisation of Scientific Papers. A Concave Optimization Algorithm for Matching Partially Overlapping Point Sets. Recommendation under Capacity Constraints. Defense semantics of argumentation: encoding rea …

Paper Group ANR 694

Paper Group ANR 694

July 27, 2019

A Model-based Projection Technique for Segmenting Customers. Human Perception of Performance. Robust Budget Allocation via Continuous Submodular Functions. MARGIN: Uncovering Deep Neural Networks using Graph Signal Analysis. Privacy-Preserving Deep Inference for Rich User Data on The Cloud. End-to-End Learning for Structured Prediction Energy Netwo …
Paper Group ANR 695

Paper Group ANR 695

July 27, 2019

R2-D2: ColoR-inspired Convolutional NeuRal Network (CNN)-based AndroiD Malware Detections. Semi-supervised classification for dynamic Android malware detection. The Convergence of Machine Learning and Communications. A Comparison of Resampling and Recursive Partitioning Methods in Random Forest for Estimating the Asymptotic Variance Using the Infin …
Paper Group ANR 696

Paper Group ANR 696

July 27, 2019

Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid. Compression-Based Regularization with an Application to Multi-Task Learning. Deep Learning the Ising Model Near Criticality. Nonsmooth Analysis and Subgradient Methods for Averaging in Dynamic Time Warping Spaces. Fishing for Clickbaits in Social Images and Text …
Paper Group ANR 697

Paper Group ANR 697

July 27, 2019

Convolutional Recurrent Neural Networks for Bird Audio Detection. Learning Fine-Grained Knowledge about Contingent Relations between Everyday Events. Skin Lesion Segmentation: U-Nets versus Clustering. Tversky loss function for image segmentation using 3D fully convolutional deep networks. Liver lesion segmentation informed by joint liver segmentat …
Paper Group ANR 698

Paper Group ANR 698

July 27, 2019

Towards Real-Time Search Planning in Subsea Environments. Tunnel Effects in Cognition: A new Mechanism for Scientific Discovery and Education. Spatial-Temporal Recurrent Neural Network for Emotion Recognition. Dex: Incremental Learning for Complex Environments in Deep Reinforcement Learning. Temporal Pattern Discovery for Accurate Sepsis Diagnosis …
Paper Group ANR 699

Paper Group ANR 699

July 27, 2019

Inference via low-dimensional couplings. Scaling up the Automatic Statistician: Scalable Structure Discovery using Gaussian Processes. Superpixels Based Marker Tracking Vs. Hue Thresholding In Rodent Biomechanics Application. Exploring Heritability of Functional Brain Networks with Inexact Graph Matching. Nearest-Neighbor Sample Compression: Effici …
Paper Group ANR 700

Paper Group ANR 700

July 27, 2019

End-to-End Learning of Semantic Grasping. Hand2Face: Automatic Synthesis and Recognition of Hand Over Face Occlusions. Statistics on the (compact) Stiefel manifold: Theory and Applications. A Logic for Global and Local Announcements. Detecting animals in African Savanna with UAVs and the crowds. The FastMap Algorithm for Shortest Path Computations. …
Paper Group ANR 701

Paper Group ANR 701

July 27, 2019

Hybrid Clustering based on Content and Connection Structure using Joint Nonnegative Matrix Factorization. Learning hard quantum distributions with variational autoencoders. A Line-Point Unified Solution to Relative Camera Pose Estimation. The Pragmatics of Indirect Commands in Collaborative Discourse. Markov Decision Processes with Continuous Side …
Paper Group ANR 702

Paper Group ANR 702

July 27, 2019

An In-field Automatic Wheat Disease Diagnosis System. Neural Machine Translation by Generating Multiple Linguistic Factors. Color Orchestra: Ordering Color Palettes for Interpolation and Prediction. Restoration of Atmospheric Turbulence-distorted Images via RPCA and Quasiconformal Maps. Shared Learning : Enhancing Reinforcement in $Q$-Ensembles. Pr …
Paper Group ANR 703

Paper Group ANR 703

July 27, 2019

Single Image Super-Resolution Using Multi-Scale Convolutional Neural Network. Learning User Preferences to Incentivize Exploration in the Sharing Economy. Speedup from a different parametrization within the Neural Network algorithm. Sistema de Navegação Autônomo Baseado em Visão Computacional. Learning Multi-item Auctions with (or without) Samples. …
Paper Group ANR 704

Paper Group ANR 704

July 27, 2019

Iterative Bayesian Learning for Crowdsourced Regression. A Bayesian computer model analysis of Robust Bayesian analyses. A study on text-score disagreement in online reviews. Intelligent Device Discovery in the Internet of Things - Enabling the Robot Society. To Normalize, or Not to Normalize: The Impact of Normalization on Part-of-Speech Tagging. …
Paper Group ANR 705

Paper Group ANR 705

July 27, 2019

Humanoid Robots as Agents of Human Consciousness Expansion. A Berkeley View of Systems Challenges for AI. Universal Adversarial Perturbations Against Semantic Image Segmentation. Playtime Measurement with Survival Analysis. Toward high-performance online HCCR: a CNN approach with DropDistortion, path signature and spatial stochastic max-pooling. En …
Paper Group ANR 706

Paper Group ANR 706

July 27, 2019

PathTrack: Fast Trajectory Annotation with Path Supervision. Lower Bounds for Higher-Order Convex Optimization. Social Fingerprinting: detection of spambot groups through DNA-inspired behavioral modeling. Monte Carlo Tree Search with Sampled Information Relaxation Dual Bounds. Sampling-based speech parameter generation using moment-matching network …
Paper Group ANR 707

Paper Group ANR 707

July 27, 2019

Performance Limits of Stochastic Sub-Gradient Learning, Part II: Multi-Agent Case. Is human face processing a feature- or pattern-based task? Evidence using a unified computational method driven by eye movements. Restricted Causal Inference Algorithm. Non-Linear Phase-Shifting of Haar Wavelets for Run-Time All-Frequency Lighting. Blood capillaries …
Paper Group ANR 708

Paper Group ANR 708

July 27, 2019

A Well-Tempered Landscape for Non-convex Robust Subspace Recovery. Zeroth Order Nonconvex Multi-Agent Optimization over Networks. DeepPermNet: Visual Permutation Learning. Direction-aware Spatial Context Features for Shadow Detection. Learning a Unified Control Policy for Safe Falling. A+D Net: Training a Shadow Detector with Adversarial Shadow Att …
Paper Group ANR 709

Paper Group ANR 709

July 27, 2019

Quantum Privacy-Preserving Perceptron. Newton-type Methods for Inference in Higher-Order Markov Random Fields. Multi-Scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation. Sound Event Detection in Synthetic Audio: Analysis of the DCASE 2016 Task Results. Recognizing Textures with Mobile Cameras for Pedestrian Safety Appli …
Paper Group ANR 710

Paper Group ANR 710

July 27, 2019

Predicting Remaining Useful Life using Time Series Embeddings based on Recurrent Neural Networks. Path Planning with Kinematic Constraints for Robot Groups. Deep Sparse Coding Using Optimized Linear Expansion of Thresholds. A multiobjective deep learning approach for predictive classification in Neuroblastoma. Learning the structure of Bayesian Net …
Paper Group ANR 711

Paper Group ANR 711

July 27, 2019

Deep Learning and Conditional Random Fields-based Depth Estimation and Topographical Reconstruction from Conventional Endoscopy. Bayesian Paragraph Vectors. Learning Fixation Point Strategy for Object Detection and Classification. Robust Real-Time Multi-View Eye Tracking. From Multimodal to Unimodal Webpages for Developing Countries. Multiple Insta …
Paper Group ANR 712

Paper Group ANR 712

July 27, 2019

Symbol, Conversational, and Societal Grounding with a Toy Robot. Effective Sequential Classifier Training for SVM-based Multitemporal Remote Sensing Image Classification. Simplified Stochastic Feedforward Neural Networks. Understanding GANs: the LQG Setting. Contractibility for Open Global Constraints. An investigation into machine learning approac …
Paper Group ANR 713

Paper Group ANR 713

July 27, 2019

Weakly Supervised Object Discovery by Generative Adversarial & Ranking Networks. Tensor Representation in High-Frequency Financial Data for Price Change Prediction. Distribution System Voltage Control under Uncertainties using Tractable Chance Constraints. Bag-Level Aggregation for Multiple Instance Active Learning in Instance Classification Proble …
Paper Group ANR 714

Paper Group ANR 714

July 27, 2019

Deep Anticipation: Light Weight Intelligent Mobile Sensing in IoT by Recurrent Architecture. An unsupervised bayesian approach for the joint reconstruction and classification of cutaneous reflectance confocal microscopy images. Vision-based deep execution monitoring. Theoretical and Experimental Analysis of the Canadian Traveler Problem. Alternatin …
Paper Group ANR 715

Paper Group ANR 715

July 27, 2019

A Study and Comparison of Human and Deep Learning Recognition Performance Under Visual Distortions. Senti17 at SemEval-2017 Task 4: Ten Convolutional Neural Network Voters for Tweet Polarity Classification. Rule-Based Spanish Morphological Analyzer Built From Spell Checking Lexicon. CLaC at SemEval-2016 Task 11: Exploring linguistic and psycho-ling …
Paper Group ANR 716

Paper Group ANR 716

July 27, 2019

Consistencies and inconsistencies between model selection and link prediction in networks. Predicting Disease-Gene Associations using Cross-Document Graph-based Features. Channel masking for multivariate time series shapelets. Design of the Artificial: lessons from the biological roots of general intelligence. An ILP Solver for Multi-label MRFs wit …
Paper Group ANR 717

Paper Group ANR 717

July 27, 2019

Robust Incremental Neural Semantic Graph Parsing. Cross-modal Recurrent Models for Weight Objective Prediction from Multimodal Time-series Data. Boosting the kernelized shapelets: Theory and algorithms for local features. Proportional Representation in Vote Streams. The Price of Differential Privacy For Online Learning. Worst-case vs Average-case D …
Paper Group ANR 718

Paper Group ANR 718

July 27, 2019

Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization. From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis. Event Stream-Based Process Discovery using Abstract Representations. High Voltage Insulator Surface Evaluation Using Image Processing. Factoring Exogenous State for M …
Paper Group ANR 719

Paper Group ANR 719

July 27, 2019

Online Video Deblurring via Dynamic Temporal Blending Network. The Cafe Wall Illusion: Local and Global Perception from multiple scale to multiscale. Adversarial Training for Disease Prediction from Electronic Health Records with Missing Data. Learning what to look in chest X-rays with a recurrent visual attention model. Scalable Joint Models for R …
Paper Group ANR 720

Paper Group ANR 720

July 27, 2019

Feature versus Raw Sequence: Deep Learning Comparative Study on Predicting Pre-miRNA. Joint Max Margin and Semantic Features for Continuous Event Detection in Complex Scenes. A New 3D Method to Segment the Lumbar Vertebral Bodies and to Determine Bone Mineral Density and Geometry. Data Decisions and Theoretical Implications when Adversarially Learn …