[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 430
October 18, 2019

Paper Group ANR 430

Automatic Generation of Text Descriptive Comments for Code Blocks. Generalized Earley Parser: Bridging Symbolic Grammars and Sequence Data for Future Prediction. Exploring the predictability of range-based volatility estimators using RNNs. End-to-end Speech Recognition with Word-based RNN Language Models. Gaussian Process Conditional Density Estima …

Paper Group ANR 431

Paper Group ANR 431

October 18, 2019

Elastic bands across the path: A new framework and methods to lower bound DTW. A review on distance based time series classification. MILE: A Multi-Level Framework for Scalable Graph Embedding. Improved Language Modeling by Decoding the Past. Learning to Multitask. Guidelines and Annotation Framework for Arabic Author Profiling. Learning Hash Codes …
Paper Group ANR 432

Paper Group ANR 432

October 18, 2019

Tri-axial Self-Attention for Concurrent Activity Recognition. Surface Networks via General Covers. State-Denoised Recurrent Neural Networks. Texture Segmentation Based Video Compression Using Convolutional Neural Networks. Q-Map: Clinical Concept Mining from Clinical Documents. Sparsity in Variational Autoencoders. Acquisition and use of knowledge …
Paper Group ANR 433

Paper Group ANR 433

October 18, 2019

Prediction of ESG Compliance using a Heterogeneous Information Network. Importance mixing: Improving sample reuse in evolutionary policy search methods. Neyman-Pearson classification: parametrics and sample size requirement. ExcitNet vocoder: A neural excitation model for parametric speech synthesis systems. Multi-Layer Competitive-Cooperative Fram …
Paper Group ANR 434

Paper Group ANR 434

October 18, 2019

Neural Machine Translation with Key-Value Memory-Augmented Attention. AdaGrad stepsizes: Sharp convergence over nonconvex landscapes, from any initialization. The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation. Improving the Modularity of AUV Control Systems using Behaviour Trees. Non-native children speech recogn …
Paper Group ANR 435

Paper Group ANR 435

October 18, 2019

Automated Process Incorporating Machine Learning Segmentation and Correlation of Oral Diseases with Systemic Health. A High GOPs/Slice Time Series Classifier for Portable and Embedded Biomedical Applications. PPFNet: Global Context Aware Local Features for Robust 3D Point Matching. OpenSeqSLAM2.0: An Open Source Toolbox for Visual Place Recognition …
Paper Group ANR 436

Paper Group ANR 436

October 18, 2019

Quantum Entanglement in Corpuses of Documents. Pneumonia Detection in Chest Radiographs. Dropout Model Evaluation in MOOCs. Adversarial Active Learning for Deep Networks: a Margin Based Approach. Crowd Counting with Density Adaption Networks. Proprties of biclustering algorithms and a novel biclustering technique based on relative density. K-medoid …
Paper Group ANR 437

Paper Group ANR 437

October 18, 2019

EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogue. Pull Message Passing for Nonparametric Belief Propagation. Optimal Bayesian Transfer Learning. Contextual Face Recognition with a Nested-Hierarchical Nonparametric Identity Model. Cellular-Connected UAVs over 5G: Deep Reinforcement Learning for Interference Managemen …
Paper Group ANR 438

Paper Group ANR 438

October 18, 2019

A Formulation of Recursive Self-Improvement and Its Possible Efficiency. Tensor Embedding: A Supervised Framework for Human Behavioral Data Mining and Prediction. Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning. Nearly-tight bounds on linear regions of piecewise linear neural networks. Geometry-Based Multiple Camera …
Paper Group ANR 439

Paper Group ANR 439

October 18, 2019

Incentivizing Exploration with Selective Data Disclosure. Diacritization of Maghrebi Arabic Sub-Dialects. Object detection at 200 Frames Per Second. Fast and Robust Small Infrared Target Detection Using Absolute Directional Mean Difference Algorithm. Variational Rejection Sampling. Natural language understanding for task oriented dialog in the biom …
Paper Group ANR 440

Paper Group ANR 440

October 18, 2019

PoTrojan: powerful neural-level trojan designs in deep learning models. Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans. Ensemble of Learning Project Productivity in Software Effort Based on Use Case Points. AttentionMask: Attentive, Efficient Object Proposal Generation Focusing on Small Objects. Delta Embe …
Paper Group ANR 441

Paper Group ANR 441

October 18, 2019

Heat Kernel analysis of Syntactic Structures. Depth Masked Discriminative Correlation Filter. Ordinal Regression using Noisy Pairwise Comparisons for Body Mass Index Range Estimation. End-to-end Learning of Convolutional Neural Net and Dynamic Programming for Left Ventricle Segmentation. Retinal Vessel Segmentation under Extreme Low Annotation: A G …
Paper Group ANR 442

Paper Group ANR 442

October 18, 2019

Monocular Semantic Occupancy Grid Mapping with Convolutional Variational Encoder-Decoder Networks. Image Captioning using Deep Neural Architectures. Deep supervision with additional labels for retinal vessel segmentation task. SoPa: Bridging CNNs, RNNs, and Weighted Finite-State Machines. One-Class Feature Learning Using Intra-Class Splitting. A Mu …
Paper Group ANR 443

Paper Group ANR 443

October 18, 2019

Predictive Embeddings for Hate Speech Detection on Twitter. A corpus of precise natural textual entailment problems. Learning Hierarchical Visual Representations in Deep Neural Networks Using Hierarchical Linguistic Labels. The Relevance of Text and Speech Features in Automatic Non-native English Accent Identification. Forward Amortized Inference f …
Paper Group ANR 444

Paper Group ANR 444

October 18, 2019

Stability and Convergence Trade-off of Iterative Optimization Algorithms. Frame-based Sparse Analysis and Synthesis Signal Representations and Parseval K-SVD. Group induced graphical lasso allows for discovery of molecular pathways-pathways interactions. Randomized Smoothing SVRG for Large-scale Nonsmooth Convex Optimization. Erasure coding for dis …
Paper Group ANR 445

Paper Group ANR 445

October 18, 2019

Chaining Mutual Information and Tightening Generalization Bounds. Forecasting market states. Model-based Exception Mining for Object-Relational Data. What is known about Vertex Cover Kernelization?. Next Hit Predictor - Self-exciting Risk Modeling for Predicting Next Locations of Serial Crimes. Test without Trust: Optimal Locally Private Distributi …
Paper Group ANR 446

Paper Group ANR 446

October 18, 2019

Depth Image Upsampling based on Guided Filter with Low Gradient Minimization. Dense Object Reconstruction from RGBD Images with Embedded Deep Shape Representations. CS-VQA: Visual Question Answering with Compressively Sensed Images. Approximate Knowledge Compilation by Online Collapsed Importance Sampling. Semantic Topic Analysis of Traffic Camera …
Paper Group ANR 447

Paper Group ANR 447

October 18, 2019

CNNPred: CNN-based stock market prediction using several data sources. JU_KS@SAIL_CodeMixed-2017: Sentiment Analysis for Indian Code Mixed Social Media Texts. Attention Driven Person Re-identification. Usage of analytic hierarchy process for steganographic inserts detection in images. Randomized Prior Functions for Deep Reinforcement Learning. View …
Paper Group ANR 448

Paper Group ANR 448

October 18, 2019

Style Transfer as Unsupervised Machine Translation. Structured Bayesian Gaussian process latent variable model. Part-based Tracking by Sampling. Fast and Flexible Indoor Scene Synthesis via Deep Convolutional Generative Models. GEMRank: Global Entity Embedding For Collaborative Filtering. Automated detection of vulnerable plaque in intravascular ul …
Paper Group ANR 449

Paper Group ANR 449

October 18, 2019

Model selection by minimum description length: Lower-bound sample sizes for the Fisher information approximation. Convolutional Neural Networks combined with Runge-Kutta Methods. Learning Universal Sentence Representations with Mean-Max Attention Autoencoder. Learning Visual Knowledge Memory Networks for Visual Question Answering. Extreme Learning …
Paper Group ANR 450

Paper Group ANR 450

October 18, 2019

On Strategyproof Conference Peer Review. Exponential inequalities for nonstationary Markov Chains. Potentially Guided Bidirectionalized RRT* for Fast Optimal Path Planning in Cluttered Environments. XOGAN: One-to-Many Unsupervised Image-to-Image Translation. Full-pulse Tomographic Reconstruction with Deep Neural Networks. Comparative Evaluation of …
Paper Group ANR 451

Paper Group ANR 451

October 18, 2019

Automated essay scoring with string kernels and word embeddings. Predicting Effective Control Parameters for Differential Evolution using Cluster Analysis of Objective Function Features. The algorithm of the impulse noise filtration in images based on an algorithm of community detection in graphs. Pre-training Graph Neural Networks with Kernels. Fe …
Paper Group ANR 452

Paper Group ANR 452

October 18, 2019

Semantic Term “Blurring” and Stochastic “Barcoding” for Improved Unsupervised Text Classification. On Exploration, Exploitation and Learning in Adaptive Importance Sampling. OhioState at SemEval-2018 Task 7: Exploiting Data Augmentation for Relation Classification in Scientific Papers using Piecewise Convolutional Neural Networks. Intelligent Physi …
Paper Group ANR 453

Paper Group ANR 453

October 18, 2019

On the Evaluation and Validation of Off-the-shelf Statistical Shape Modeling Tools: A Clinical Application. Stack-U-Net: Refinement Network for Image Segmentation on the Example of Optic Disc and Cup. Distributed Readability Analysis Of Turkish Elementary School Textbooks. Amortized Context Vector Inference for Sequence-to-Sequence Networks. Experi …
Paper Group ANR 454

Paper Group ANR 454

October 18, 2019

Identifiability of Nonparametric Mixture Models and Bayes Optimal Clustering. Deep nested level sets: Fully automated segmentation of cardiac MR images in patients with pulmonary hypertension. Building a Neural Semantic Parser from a Domain Ontology. Mixed-Stationary Gaussian Process for Flexible Non-Stationary Modeling of Spatial Outcomes. Self-Su …
Paper Group ANR 455

Paper Group ANR 455

October 18, 2019

How would surround vehicles move? A Unified Framework for Maneuver Classification and Motion Prediction. Implicit regularization and solution uniqueness in over-parameterized matrix sensing. Action Machine: Rethinking Action Recognition in Trimmed Videos. ComQA: A Community-sourced Dataset for Complex Factoid Question Answering with Paraphrase Clus …
Paper Group ANR 456

Paper Group ANR 456

October 18, 2019

Temporal Information Extraction by Predicting Relative Time-lines. How Many Pairwise Preferences Do We Need to Rank A Graph Consistently?. Interactive in-base street model edit: how common GIS software and a database can serve as a custom Graphical User Interface. FA-RPN: Floating Region Proposals for Face Detection. Sensitivity and Generalization …
Paper Group ANR 457

Paper Group ANR 457

October 18, 2019

Multimodal neural pronunciation modeling for spoken languages with logographic origin. Generating Mandarin and Cantonese F0 Contours with Decision Trees and BLSTMs. Generating lyrics with variational autoencoder and multi-modal artist embeddings. Deep Reinforcement Learning for Green Security Games with Real-Time Information. Parallel Transport Con …