[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 458
October 18, 2019

Paper Group ANR 458

Concept-Oriented Deep Learning. Robust multivariate and functional archetypal analysis with application to financial time series analysis. A Short Survey of Topological Data Analysis in Time Series and Systems Analysis. Long-term Tracking in the Wild: A Benchmark. Mind Your POV: Convergence of Articles and Editors Towards Wikipedia’s Neutrality Nor …

Paper Group ANR 459

Paper Group ANR 459

October 18, 2019

Machine learning non-local correlations. MS-BACO: A new Model Selection algorithm using Binary Ant Colony Optimization for neural complexity and error reduction. Goal-constrained Planning Domain Model Verification of Safety Properties. Graph Planning with Expected Finite Horizon. Context and Humor: Understanding Amul advertisements of India. Genera …
Paper Group ANR 460

Paper Group ANR 460

October 18, 2019

Feature-Wise Bias Amplification. Interpretable Discovery in Large Image Data Sets. Bi-Directional Neural Machine Translation with Synthetic Parallel Data. How Much Are You Willing to Share? A “Poker-Styled” Selective Privacy Preserving Framework for Recommender Systems. Examining Performance of Sketch-to-Image Translation Models with Multiclass Aut …
Paper Group ANR 461

Paper Group ANR 461

October 18, 2019

Adversarial Metric Learning. CrowdHuman: A Benchmark for Detecting Human in a Crowd. Comparison of Discrete Choice Models and Artificial Neural Networks in Presence of Missing Variables. Batch Normalization Sampling. Avoiding a Tragedy of the Commons in the Peer Review Process. Enhanced Signal Recovery via Sparsity Inducing Image Priors. Learning t …
Paper Group ANR 462

Paper Group ANR 462

October 18, 2019

Spatiotemporal Prediction of Ambulance Demand using Gaussian Process Regression. Video Description: A Survey of Methods, Datasets and Evaluation Metrics. Variational Selection of Features for Molecular Kinetics. Redundancy Coefficient Gradual Up-weighting-based Mutual Information Feature Selection Technique for Crypto-ransomware Early Detection. Un …
Paper Group ANR 463

Paper Group ANR 463

October 18, 2019

Mode Variational LSTM Robust to Unseen Modes of Variation: Application to Facial Expression Recognition. Black-Box Autoregressive Density Estimation for State-Space Models. Finite Mixture Model of Nonparametric Density Estimation using Sampling Importance Resampling for Persistence Landscape. Learning what you can do before doing anything. Real-tim …
Paper Group ANR 464

Paper Group ANR 464

October 18, 2019

Adaptive Pruning of Neural Language Models for Mobile Devices. Splitting Epistemic Logic Programs. Uniform regret bounds over $R^d$ for the sequential linear regression problem with the square loss. Unsupervised Pseudo-Labeling for Extractive Summarization on Electronic Health Records. Algorithms for screening of Cervical Cancer: A chronological re …
Paper Group ANR 465

Paper Group ANR 465

October 18, 2019

A Survey on Periocular Biometrics Research. Independent Component Analysis via Energy-based and Kernel-based Mutual Dependence Measures. Contextual Audio-Visual Switching For Speech Enhancement in Real-World Environments. Expression Recognition Using the Periocular Region: A Feasibility Study. Unsupervised Learning of Shape Concepts - From Real-Wor …
Paper Group ANR 466

Paper Group ANR 466

October 18, 2019

Average Size of Implicational Bases. Generating Synthetic but Plausible Healthcare Record Datasets. ClickBAIT-v2: Training an Object Detector in Real-Time. Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning. On Deep Neural Networks for Detecting Heart Disease. Brain-inspired photonic signal processor for periodic pattern generation …
Paper Group ANR 467

Paper Group ANR 467

October 18, 2019

Drug cell line interaction prediction. Full 3D Reconstruction of Transparent Objects. Normal Similarity Network for Generative Modelling. Capsule Networks for Protein Structure Classification and Prediction. Hybrid Model For Word Prediction Using Naive Bayes and Latent Information. K for the Price of 1: Parameter-efficient Multi-task and Transfer L …
Paper Group ANR 468

Paper Group ANR 468

October 18, 2019

PILAE: A Non-gradient Descent Learning Scheme for Deep Feedforward Neural Networks. Behavioral-clinical phenotyping with type 2 diabetes self-monitoring data. Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation. REST: Real-to-Synthetic Transform for Illumination Invariant Camera Localization. Satellite Image Forgery …
Paper Group ANR 469

Paper Group ANR 469

October 18, 2019

Variational Information Bottleneck on Vector Quantized Autoencoders. Investigating Audio, Visual, and Text Fusion Methods for End-to-End Automatic Personality Prediction. Interpretable Spatio-temporal Attention for Video Action Recognition. An Overview of Machine Teaching. Improving Moderation of Online Discussions via Interpretable Neural Models. …
Paper Group ANR 470

Paper Group ANR 470

October 18, 2019

Channel Gating Neural Networks. Party Matters: Enhancing Legislative Embeddings with Author Attributes for Vote Prediction. Nonlinear regression based on a hybrid quantum computer. Deep learning based 2.5D flow field estimation for maximum intensity projections of 4D optical coherence tomography. Generating Bilingual Pragmatic Color References. Qua …
Paper Group ANR 471

Paper Group ANR 471

October 18, 2019

Gradient-Leaks: Understanding and Controlling Deanonymization in Federated Learning. Integrating Feature and Image Pyramid: A Lung Nodule Detector Learned in Curriculum Fashion. Learning Non-Stationary Space-Time Models for Environmental Monitoring. Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for S …
Paper Group ANR 472

Paper Group ANR 472

October 18, 2019

Bridgeout: stochastic bridge regularization for deep neural networks. Web Applicable Computer-aided Diagnosis of Glaucoma Using Deep Learning. Robust Adaptive Median Binary Pattern for noisy texture classification and retrieval. Double Deep Q-Learning for Optimal Execution. Memory Warps for Learning Long-Term Online Video Representations. Multi-Vie …
Paper Group ANR 473

Paper Group ANR 473

October 18, 2019

Classification of lung nodules in CT images based on Wasserstein distance in differential geometry. Graph Laplacian mixture model. Learning Concept Abstractness Using Weak Supervision. From Selective Deep Convolutional Features to Compact Binary Representations for Image Retrieval. Deep neural networks algorithms for stochastic control problems on …
Paper Group ANR 474

Paper Group ANR 474

October 18, 2019

Anti-drift in electronic nose via dimensionality reduction: a discriminative subspace projection approach. Bottom-up Attention, Models of. View-volume Network for Semantic Scene Completion from a Single Depth Image. Federated Learning via Over-the-Air Computation. Approximate Method of Variational Bayesian Matrix Factorization/Completion with Spars …
Paper Group ANR 475

Paper Group ANR 475

October 18, 2019

Envy-Free Classification. Enhancing Gaussian Estimation of Distribution Algorithm by Exploiting Evolution Direction with Archive. Generative Adversarial Privacy. Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks. Learning Scheduling Algorithms for Data Processing Clusters. Towards a Fatality-A …
Paper Group ANR 476

Paper Group ANR 476

October 18, 2019

Learning Scene Gist with Convolutional Neural Networks to Improve Object Recognition. Learning in POMDPs with Monte Carlo Tree Search. 3D CNN-based classification using sMRI and MD-DTI images for Alzheimer disease studies. The State of the Art in Integrating Machine Learning into Visual Analytics. Adaptive User-Oriented Direct Load-Control of Resid …
Paper Group ANR 477

Paper Group ANR 477

October 18, 2019

Learning-based Regularization for Cardiac Strain Analysis with Ability for Domain Adaptation. Object segmentation in depth maps with one user click and a synthetically trained fully convolutional network. Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks. Towards Unsupervised Automatic Speech Recognition Trained b …
Paper Group ANR 478

Paper Group ANR 478

October 18, 2019

The Mathematics of Changing one’s Mind, via Jeffrey’s or via Pearl’s update rule. Multi-Label Robust Factorization Autoencoder and its Application in Predicting Drug-Drug Interactions. SentRNA: Improving computational RNA design by incorporating a prior of human design strategies. Near Human-Level Performance in Grammatical Error Correction with Hy …
Paper Group ANR 479

Paper Group ANR 479

October 18, 2019

iParaphrasing: Extracting Visually Grounded Paraphrases via an Image. Paraphrases as Foreign Languages in Multilingual Neural Machine Translation. Project Rosetta: A Childhood Social, Emotional, and Behavioral Developmental Ontology. SPASS: Scientific Prominence Active Search System with Deep Image Captioning Network. The Error is the Feature: how …
Paper Group ANR 480

Paper Group ANR 480

October 18, 2019

Confidence Intervals for Testing Disparate Impact in Fair Learning. Online Center of Mass Estimation for a Humanoid Wheeled Inverted Pendulum Robot. Modular Materialisation of Datalog Programs. Combined Reinforcement Learning via Abstract Representations. Interactive Generative Adversarial Networks for Facial Expression Generation in Dyadic Interac …
Paper Group ANR 481

Paper Group ANR 481

October 18, 2019

BioTracker: An Open-Source Computer Vision Framework for Visual Animal Tracking. Anomaly Detection in the Presence of Missing Values. Learning Task-Oriented Grasping for Tool Manipulation from Simulated Self-Supervision. Stochastic Gradient/Mirror Descent: Minimax Optimality and Implicit Regularization. Integrating Reinforcement Learning to Self Tr …
Paper Group ANR 482

Paper Group ANR 482

October 18, 2019

Direction-aware Spatial Context Features for Shadow Detection and Removal. In-RDBMS Hardware Acceleration of Advanced Analytics. Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution. Multiple Target Tracking by Learning Feature Representation and Distance Metric Jointly. Local Interpretable Model-agnostic Explanations of …
Paper Group ANR 483

Paper Group ANR 483

October 18, 2019

Bag of Recurrence Patterns Representation for Time-Series Classification. Abnormality Detection in Mammography using Deep Convolutional Neural Networks. Cost-Sensitive Convolution based Neural Networks for Imbalanced Time-Series Classification. The Case for Full-Matrix Adaptive Regularization. Personalized Education at Scale. Impact of Batch Size o …
Paper Group ANR 484

Paper Group ANR 484

October 18, 2019

Category-Based Deep CCA for Fine-Grained Venue Discovery from Multimodal Data. GitGraph - Architecture Search Space Creation through Frequent Computational Subgraph Mining. Cycle-Consistent Deep Generative Hashing for Cross-Modal Retrieval. Deep Mixture of Experts via Shallow Embedding. What Doubling Tricks Can and Can’t Do for Multi-Armed Bandits. …
Paper Group ANR 485

Paper Group ANR 485

October 18, 2019

An Annotated Corpus for Machine Reading of Instructions in Wet Lab Protocols. Non-local Low-rank Cube-based Tensor Factorization for Spectral CT Reconstruction. Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs. PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction. Zero-Shot Cross-lingual …