[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 439
January 30, 2020

Paper Group ANR 439

A Framework for Predicting Impactability of Healthcare Interventions Using Machine Learning Methods, Administrative Claims, Sociodemographic and App Generated Data. Improving Voice Separation by Incorporating End-to-end Speech Recognition. Competence-based Curriculum Learning for Neural Machine Translation. Probabilistic Approximate Logic and its I …

Paper Group ANR 440

Paper Group ANR 440

January 30, 2020

Learning to Prune: Speeding up Repeated Computations. Time-sync Video Tag Extraction Using Semantic Association Graph. Hyper-Graph-Network Decoders for Block Codes. Interpretability Beyond Classification Output: Semantic Bottleneck Networks. Investigating Antigram Behaviour using Distributional Semantics. Carpe Diem, Seize the Samples Uncertain “At …
Paper Group ANR 441

Paper Group ANR 441

January 30, 2020

Predicting Vehicle Behaviors Over An Extended Horizon Using Behavior Interaction Network. Using musical relationships between chord labels in automatic chord extraction tasks. Identifying Emotions from Walking using Affective and Deep Features. A Framework for Evaluating Snippet Generation for Dataset Search. Variational Coupling Revisited: Simpler …
Paper Group ANR 442

Paper Group ANR 442

January 30, 2020

Unsupervised Deformable Image Registration Using Cycle-Consistent CNN. Graph-Hist: Graph Classification from Latent Feature Histograms With Application to Bot Detection. Deteção de estruturas permanentes a partir de dados de séries temporais Sentinel 1 e 2. Beyond The Wall Street Journal: Anchoring and Comparing Discourse Signals across Genres. Fus …
Paper Group ANR 443

Paper Group ANR 443

January 30, 2020

Dependency-Aware Named Entity Recognition with Relative and Global Attentions. Automated Curriculum Learning for Turn-level Spoken Language Understanding with Weak Supervision. An Improved Tobit Kalman Filter with Adaptive Censoring Limits. Taking Care of The Discretization Problem:A Black-Box Adversarial Image Attack in Discrete Integer Domain. Br …
Paper Group ANR 444

Paper Group ANR 444

January 30, 2020

A General Scoring Rule for Randomized Kernel Approximation with Application to Canonical Correlation Analysis. A Review of Object Detection Models based on Convolutional Neural Network. Hypothesis Testing Interpretations and Renyi Differential Privacy. Cross Attention Network for Semantic Segmentation. DeepLofargram: A Deep Learning based Fluctuati …
Paper Group ANR 445

Paper Group ANR 445

January 30, 2020

Learning to Discriminate Information for Online Action Detection. Self-supervised learning of class embeddings from video. Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment. How Much Do Unstated Problem Constraints Limit Deep Robotic Reinforcement Learning?. Variational Physics-Informed Neural Networks For Solving Pa …
Paper Group ANR 446

Paper Group ANR 446

January 30, 2020

Adaptation of Deep Bidirectional Multilingual Transformers for Russian Language. Generalization in Transfer Learning. Model-based Lookahead Reinforcement Learning. Mean-field theory of two-layers neural networks: dimension-free bounds and kernel limit. KBSET – Knowledge-Based Support for Scholarly Editing and Text Processing. Three-Way Decisions-B …
Paper Group ANR 447

Paper Group ANR 447

January 30, 2020

Band-limited Training and Inference for Convolutional Neural Networks. Learning Probably Approximately Correct Maximin Strategies in Simulation-Based Games with Infinite Strategy Spaces. Active Scene Understanding via Online Semantic Reconstruction. Towards Omni-Supervised Face Alignment for Large Scale Unlabeled Videos. BARISTA: Efficient and Scal …
Paper Group ANR 448

Paper Group ANR 448

January 30, 2020

A Deep Learning-based Framework for the Detection of Schools of Herring in Echograms. Estimation of Utility-Maximizing Bounds on Potential Outcomes. What Synthesis is Missing: Depth Adaptation Integrated with Weak Supervision for Indoor Scene Parsing. Deep Representation Learning for Road Detection through Siamese Network. CWAE-IRL: Formulating a s …
Paper Group ANR 449

Paper Group ANR 449

January 30, 2020

Deep Generative Models for Library Augmentation in Multiple Endmember Spectral Mixture Analysis. A Novel Topology for End-to-end Temporal Classification and Segmentation with Recurrent Neural Network. A Hybrid Approach Between Adversarial Generative Networks and Actor-Critic Policy Gradient for Low Rate High-Resolution Image Compression. Expected S …
Paper Group ANR 450

Paper Group ANR 450

January 30, 2020

Dropout Induced Noise for Co-Creative GAN Systems. Unsupervised pre-training helps to conserve views from input distribution. Bayesian Linear Regression on Deep Representations. Matching-based Depth Camera and Mirrors for 3D Reconstruction. On Laughter and Speech-Laugh, Based on Observations of Child-Robot Interaction. Approximate Bayesian computat …
Paper Group ANR 451

Paper Group ANR 451

January 30, 2020

Benchmarking time series classification – Functional data vs machine learning approaches. Open Problem: The Oracle Complexity of Convex Optimization with Limited Memory. Scale-dependent Relationships in Natural Language. Anthropometric clothing measurements from 3D body scans. A flexible integer linear programming formulation for scheduling clinic …
Paper Group ANR 452

Paper Group ANR 452

January 30, 2020

Spatial Sampling Network for Fast Scene Understanding. On complexity of branching droplets in electrical field. DARNet: Deep Active Ray Network for Building Segmentation. Improving NeuroEvolution Efficiency by Surrogate Model-based Optimization with Phenotypic Distance Kernels. RankML: a Meta Learning-Based Approach for Pre-Ranking Machine Learning …
Paper Group ANR 453

Paper Group ANR 453

January 30, 2020

Using association rule mining and ontologies to generate metadata recommendations from multiple biomedical databases. Constrained Generative Adversarial Networks for Interactive Image Generation. Multi-Gradient Descent for Multi-Objective Recommender Systems. Reinforcement Learning of Minimalist Numeral Grammars. Detecting Multiple Speech Disfluenc …
Paper Group ANR 454

Paper Group ANR 454

January 30, 2020

Meta Reasoning over Knowledge Graphs. Convolutional dictionary learning based auto-encoders for natural exponential-family distributions. Robust and interpretable blind image denoising via bias-free convolutional neural networks. An Empirical Study on Leveraging Scene Graphs for Visual Question Answering. Practical Hidden Voice Attacks against Spee …
Paper Group ANR 455

Paper Group ANR 455

January 30, 2020

Tree Search Network for Sparse Regression. LCD: Learned Cross-Domain Descriptors for 2D-3D Matching. Snow avalanche segmentation in SAR images with Fully Convolutional Neural Networks. Unsupervised Monocular Depth Prediction for Indoor Continuous Video Streams. Vision: A Deep Learning Approach to provide walking assistance to the visually impaired. …
Paper Group ANR 456

Paper Group ANR 456

January 30, 2020

Learning Backtrackless Aligned-Spatial Graph Convolutional Networks for Graph Classification. PAG-Net: Progressive Attention Guided Depth Super-resolution Network. Eye-based Continuous Affect Prediction. Fast Task-Aware Architecture Inference. SRM : A Style-based Recalibration Module for Convolutional Neural Networks. Scalable Variational Gaussian …
Paper Group ANR 457

Paper Group ANR 457

January 30, 2020

A Supervised Modified Hebbian Learning Method On Feed-forward Neural Networks. Towards meta-learning for multi-target regression problems. Fully-automated patient-level malaria assessment on field-prepared thin blood film microscopy images, including Supplementary Information. Rethinking Formal Models of Partially Observable Multiagent Decision Mak …
Paper Group ANR 458

Paper Group ANR 458

January 30, 2020

Using Videos to Evaluate Image Model Robustness. Sub-pixel matching method for low-resolution thermal stereo images. Neural Architecture based on Fuzzy Perceptual Representation For Online Multilingual Handwriting Recognition. A Collaborative Framework for High-Definition Mapping. Separating Argument Structure from Logical Structure in AMR. Taking …
Paper Group ANR 459

Paper Group ANR 459

January 30, 2020

Constrained Attractor Selection Using Deep Reinforcement Learning. Gait Recognition via Disentangled Representation Learning. Robustness of Neural Networks to Parameter Quantization. Support Vector Machines on Noisy Intermediate Scale Quantum Computers. An Innovative Word Encoding Method For Text Classification Using Convolutional Neural Network. E …
Paper Group ANR 460

Paper Group ANR 460

January 30, 2020

Hexagonal Image Processing in the Context of Machine Learning: Conception of a Biologically Inspired Hexagonal Deep Learning Framework. A Quantum-inspired Algorithm for General Minimum Conical Hull Problems. Combining mixture models with linear mixing updates: multilayer image segmentation and synthesis. Value Functions for Depth-Limited Solving in …
Paper Group ANR 461

Paper Group ANR 461

January 30, 2020

Domain Adaptive Text Style Transfer. 2-D Embedding of Large and High-dimensional Data with Minimal Memory and Computational Time Requirements. Hill Climbing on Value Estimates for Search-control in Dyna. Predictive Coding Networks Meet Action Recognition. A Joint Model for Aspect-Category Sentiment Analysis with Contextualized Aspect Embedding. MSR …
Paper Group ANR 462

Paper Group ANR 462

January 30, 2020

Dynamic Visualization and Fast Computation for Convex Clustering via Algorithmic Regularization. Filter Bank Regularization of Convolutional Neural Networks. Understanding Deep Neural Network Predictions for Medical Imaging Applications. Understanding Adversarial Robustness: The Trade-off between Minimum and Average Margin. Enriching Visual with Ve …
Paper Group ANR 463

Paper Group ANR 463

January 30, 2020

Adversarial Generation of Handwritten Text Images Conditioned on Sequences. Why Blocking Targeted Adversarial Perturbations Impairs the Ability to Learn. Stochastic Prediction of Multi-Agent Interactions from Partial Observations. Workflow-Driven Distributed Machine Learning in CHASE-CI: A Cognitive Hardware and Software Ecosystem Community Infrast …
Paper Group ANR 464

Paper Group ANR 464

January 30, 2020

Sampled Softmax with Random Fourier Features. Learning Nearly Decomposable Value Functions Via Communication Minimization. Hide and Speak: Deep Neural Networks for Speech Steganography. Smart Grid Cyber Attacks Detection using Supervised Learning and Heuristic Feature Selection. Interpretations of Deep Learning by Forests and Haar Wavelets. Learnin …
Paper Group ANR 465

Paper Group ANR 465

January 30, 2020

Validation of a recommender system for prompting omitted foods in online dietary assessment surveys. A Collaborative Ecosystem for Digital Coptic Studies. Infant brain MRI segmentation with dilated convolution pyramid downsampling and self-attention. Privacy Preserving Off-Policy Evaluation. Generating Synthetic Audio Data for Attention-Based Speec …
Paper Group ANR 466

Paper Group ANR 466

January 30, 2020

Prediction of gaze direction using Convolutional Neural Networks for Autism diagnosis. Learning Phase Competition for Traffic Signal Control. Semi-supervised Learning with Adaptive Neighborhood Graph Propagation Network. Moviescope: Large-scale Analysis of Movies using Multiple Modalities. Generalized Self-concordant Hessian-barrier algorithms. Tow …