[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1447
January 26, 2020

Paper Group ANR 1447

SWift – A SignWriting editor to bridge between deaf world and e-learning. Improving Question Generation With to the Point Context. Active online learning in the binary perceptron problem. MAE: Mutual Posterior-Divergence Regularization for Variational AutoEncoders. Redditors in Recovery: Text Mining Reddit to Investigate Transitions into Drug Addi …

Paper Group ANR 1448

Paper Group ANR 1448

January 26, 2020

End to End Recognition System for Recognizing Offline Unconstrained Vietnamese Handwriting. Entity Summarization: State of the Art and Future Challenges. Low-Resource Parsing with Crosslingual Contextualized Representations. IRIS: Implicit Reinforcement without Interaction at Scale for Learning Control from Offline Robot Manipulation Data. Learning …
Paper Group ANR 1449

Paper Group ANR 1449

January 26, 2020

A Personalized Affective Memory Neural Model for Improving Emotion Recognition. Using Machine Learning and Natural Language Processing to Review and Classify the Medical Literature on Cancer Susceptibility Genes. RNN-T For Latency Controlled ASR With Improved Beam Search. Estimating the Density of States of Boolean Satisfiability Problems on Classi …
Paper Group ANR 1450

Paper Group ANR 1450

January 26, 2020

A new method for quantifying network cyclic structure to improve community detection. Direct training based spiking convolutional neural networks for object recognition. Federated Forest. Automated Segmentation of Lesions in Ultrasound Using Semi-pixel-wise Cycle Generative Adversarial Nets. Disentangled Relational Representations for Explaining an …
Paper Group ANR 1451

Paper Group ANR 1451

January 26, 2020

Temporal Registration in Application to In-utero MRI Time Series. Learning One-hidden-layer neural networks via Provable Gradient Descent with Random Initialization. Distributed Machine Learning on Mobile Devices: A Survey. Mid-price Prediction Based on Machine Learning Methods with Technical and Quantitative Indicators. Spherical U-Net on Cortical …
Paper Group ANR 1452

Paper Group ANR 1452

January 26, 2020

SVAG: Unified Convergence Results for SAG-SAGA Interpolation with Stochastic Variance Adjusted Gradient Descent. Sparse multiresolution representations with adaptive kernels. Simultaneous regression and feature learning for facial landmarking. FoxNet: A Multi-face Alignment Method. Joint Face Detection and Facial Motion Retargeting for Multiple Fac …
Paper Group ANR 1453

Paper Group ANR 1453

January 26, 2020

Coordinate-wise Armijo’s condition. Development of a classifiers/quantifiers dictionary towards French-Japanese MT. Spatial Influence-aware Reinforcement Learning for Intelligent Transportation System. A generic framework for task selection driven by synthetic emotions. Dynamical Isometry and a Mean Field Theory of LSTMs and GRUs. Deep Learning to …
Paper Group ANR 1454

Paper Group ANR 1454

January 26, 2020

Information-Theoretic Confidence Bounds for Reinforcement Learning. A General $\mathcal{O}(n^2)$ Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM. OneGAN: Simultaneous Unsupervised Learning of Conditional Image Generation, Foreground Segmentation, and Fine-Grained Clustering. Towar …
Paper Group ANR 1455

Paper Group ANR 1455

January 26, 2020

Network Revenue Management with Limited Switches: Known and Unknown Demand Distributions. Autonomous Airline Revenue Management: A Deep Reinforcement Learning Approach to Seat Inventory Control and Overbooking. Efficiency of Coordinate Descent Methods For Structured Nonconvex Optimization. Understanding Roles and Entities: Datasets and Models for N …
Paper Group ANR 1456

Paper Group ANR 1456

January 26, 2020

Joint Label Prediction based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation. Provably Efficient Imitation Learning from Observation Alone. Optimal Passenger-Seeking Policies on E-hailing Platforms Using Markov Decision Process and Imitation Learning. General Supervision via Probabilistic Transformations. Efficiently u …
Paper Group ANR 1457

Paper Group ANR 1457

January 26, 2020

Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties. Perceptual Quality-preserving Black-Box Attack against Deep Learning Image Classifiers. Facial Expression Restoration Based on Improved Graph Convolutional Networks. Tutorial: Safe and Reliable Machine Learning. Multimodal Image Super-res …
Paper Group ANR 1458

Paper Group ANR 1458

January 26, 2020

CAMLPAD: Cybersecurity Autonomous Machine Learning Platform for Anomaly Detection. Why Does a Visual Question Have Different Answers?. Semi-Automatic Crowdsourcing Tool for Online Food Image Collection and Annotation. Accelerated Neural Networks on OpenCL Devices Using SYCL-DNN. Election Manipulation on Social Networks: Seeding, Edge Removal, Edge …
Paper Group ANR 1459

Paper Group ANR 1459

January 26, 2020

DeepCloud. The Application of a Data-driven, Generative Model in Design. Order Acceptance and Scheduling with Sequence-dependent Setup Times: a New Memetic Algorithm and Benchmark of the State of the Art. PEA265: Perceptual Assessment of Video Compression Artifacts. Neural-Symbolic Argumentation Mining: an Argument in Favor of Deep Learning and Rea …
Paper Group ANR 1460

Paper Group ANR 1460

January 26, 2020

Modeling Interpersonal Linguistic Coordination in Conversations using Word Mover’s Distance. HRL4IN: Hierarchical Reinforcement Learning for Interactive Navigation with Mobile Manipulators. MSTDP: A More Biologically Plausible Learning. VecHGrad for Solving Accurately Complex Tensor Decomposition. Adversarial Defense Via Local Flatness Regularizati …
Paper Group ANR 1461

Paper Group ANR 1461

January 26, 2020

MLRG Deep Curvature. On power chi expansions of $f$-divergences. HoughNet: neural network architecture for vanishing points detection. TzK: Flow-Based Conditional Generative Model. An Automated Engineering Assistant: Learning Parsers for Technical Drawings. Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild. Machine learning in he …
Paper Group ANR 1462

Paper Group ANR 1462

January 26, 2020

TinySearch – Semantics based Search Engine using Bert Embeddings. All Neural Networks are Created Equal. Neural Networks, Hypersurfaces, and Radon Transforms. Human-In-The-Loop Learning of Qualitative Preference Models. Once a MAN: Towards Multi-Target Attack via Learning Multi-Target Adversarial Network Once. Towards Robust Direct Perception Netw …
Paper Group ANR 1463

Paper Group ANR 1463

January 26, 2020

Parameterized Exploration. Statistically Discriminative Sub-trajectory Mining. Task Selection Policies for Multitask Learning. Average reward reinforcement learning with unknown mixing times. Monkey Optimization System with Active Membranes: A New Meta-heuristic Optimization System. A Convolutional Cost-Sensitive Crack Localization Algorithm for Au …
Paper Group ANR 1464

Paper Group ANR 1464

January 26, 2020

Neural Fictitious Self-Play on ELF Mini-RTS. The ‘Paris-end’ of town? Urban typology through machine learning. A Theoretical Analysis of Deep Neural Networks and Parametric PDEs. Distributed Byzantine Tolerant Stochastic Gradient Descent in the Era of Big Data. Data Interpolating Prediction: Alternative Interpretation of Mixup. Attentive Adversaria …
Paper Group ANR 1465

Paper Group ANR 1465

January 26, 2020

OASIS: One-pass aligned Atlas Set for Image Segmentation. Scene recognition based on DNN and game theory with its applications in human-robot interaction. Comparing Greedy Constructive Heuristic Subtour Elimination Methods for the Traveling Salesman Problem. Adaptive and Compressive Beamforming Using Deep Learning for Medical Ultrasound. A Comparat …
Paper Group ANR 1466

Paper Group ANR 1466

January 26, 2020

On the Effect of Word Order on Cross-lingual Sentiment Analysis. Design Light-weight 3D Convolutional Networks for Video Recognition Temporal Residual, Fully Separable Block, and Fast Algorithm. Decomposing information into copying versus transformation. Single Training Dimension Selection for Word Embedding with PCA. The Communication Complexity o …
Paper Group ANR 1467

Paper Group ANR 1467

January 26, 2020

Meta-GNN: On Few-shot Node Classification in Graph Meta-learning. Beyond the EM Algorithm: Constrained Optimization Methods for Latent Class Model. Optimal Nonparametric Inference under Quantization. Improved Safe Real-time Heuristic Search. Depthwise Convolution is All You Need for Learning Multiple Visual Domains. Monitoring Achilles tendon heali …
Paper Group ANR 1468

Paper Group ANR 1468

January 26, 2020

A Machine Learning framework for Sleeping Cell Detection in a Smart-city IoT Telecommunications Infrastructure. Deep Learning Multidimensional Projections. Truth Inference at Scale: A Bayesian Model for Adjudicating Highly Redundant Crowd Annotations. On the relationship between multitask neural networks and multitask Gaussian Processes. Stationary …
Paper Group ANR 1469

Paper Group ANR 1469

January 26, 2020

Neural networks trained with WiFi traces to predict airport passenger behavior. Self-Supervised Learning of Video-Induced Visual Invariances. Value Propagation for Decentralized Networked Deep Multi-agent Reinforcement Learning. Visual Analytics of Anomalous User Behaviors: A Survey. Hybrid system identification using switching density networks. In …
Paper Group ANR 1470

Paper Group ANR 1470

January 26, 2020

Fully Bayesian Recurrent Neural Networks for Safe Reinforcement Learning. Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture. Imitating Targets from all sides: An Unsupervised Transfer Learning method for Person Re-identification. Bayesian Learning of Sum-Product Networks. Heuristic Dynamic Programming for Adaptive Virtua …
Paper Group ANR 1471

Paper Group ANR 1471

January 26, 2020

Replicated Vector Approximate Message Passing For Resampling Problem. Efficient Fair Principal Component Analysis. Context-aware Human Motion Prediction. The Incomplete Rosetta Stone Problem: Identifiability Results for Multi-View Nonlinear ICA. Online Music Listening Culture of Kids and Adolescents: Listening Analysis and Music Recommendation Tail …
Paper Group ANR 1472

Paper Group ANR 1472

January 26, 2020

A General Optimization-based Framework for Global Pose Estimation with Multiple Sensors. Dynamically optimal treatment allocation using Reinforcement Learning. Pruning Deep Neural Networks Architectures with Evolution Strategy. Intentional Computational Level Design. Instance Shadow Detection. Using Persistent Homology to Quantify a Diurnal Cycle i …
Paper Group ANR 1473

Paper Group ANR 1473

January 26, 2020

Advanced Deep Convolutional Neural Network Approaches for Digital Pathology Image Analysis: a comprehensive evaluation with different use cases. Multi-Agent Actor-Critic with Hierarchical Graph Attention Network. Findings of the 2016 WMT Shared Task on Cross-lingual Pronoun Prediction. An Auto-ML Framework Based on GBDT for Lifelong Learning. Are w …
Paper Group ANR 1474

Paper Group ANR 1474

January 26, 2020

Precise Estimation of Renal Vascular Dominant Regions Using Spatially Aware Fully Convolutional Networks, Tensor-Cut and Voronoi Diagrams. Integration of TensorFlow based Acoustic Model with Kaldi WFST Decoder. A Multi Purpose and Large Scale Speech Corpus in Persian and English for Speaker and Speech Recognition: the DeepMine Database. Partial AUC …