[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1005
January 28, 2020

Paper Group ANR 1005

QSMGAN: Improved Quantitative Susceptibility Mapping using 3D Generative Adversarial Networks with Increased Receptive Field. Recommendations and User Agency: The Reachability of Collaboratively-Filtered Information. A Deep Gradient Boosting Network for Optic Disc and Cup Segmentation. Hiding Information in Big Data based on Deep Learning. Microsco …

Paper Group ANR 1006

Paper Group ANR 1006

January 28, 2020

Cross-referencing Social Media and Public Surveillance Camera Data for Disaster Response. Deep Learning and Control Algorithms of Direct Perception for Autonomous Driving. DCEF: Deep Collaborative Encoder Framework for Unsupervised Clustering. Butterfly Transform: An Efficient FFT Based Neural Architecture Design. A Deep Q-Learning Method for Downl …
Paper Group ANR 1007

Paper Group ANR 1007

January 28, 2020

The LIG system for the English-Czech Text Translation Task of IWSLT 2019. WOTBoost: Weighted Oversampling Technique in Boosting for imbalanced learning. ParaBank: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-constrained Neural Machine Translation. A Hierarchical Two-tier Approach to Hyper-parameter Optimization in Reinfor …
Paper Group ANR 1008

Paper Group ANR 1008

January 28, 2020

Context Matters: Recovering Human Semantic Structure from Machine Learning Analysis of Large-Scale Text Corpora. Equal Opportunity and Affirmative Action via Counterfactual Predictions. Kernel methods for detecting coherent structures in dynamical data. Improving localization-based approaches for breast cancer screening exam classification. Artific …
Paper Group ANR 1009

Paper Group ANR 1009

January 28, 2020

Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach. Learning Effective Visual Relationship Detector on 1 GPU. Geometric Pose Affordance: 3D Human Pose with Scene Constraints. Vision-Based Lane-Changing Behavior Detection Using Deep Residual Neural Network. Silhouette-Net: 3D Hand Pose Estimation from Silhouettes. …
Paper Group ANR 1010

Paper Group ANR 1010

January 28, 2020

Adapting Computer Vision Algorithms for Omnidirectional Video. Compositionality for Recursive Neural Networks. Accurate and Robust Eye Contact Detection During Everyday Mobile Device Interactions. Learning Spatial Awareness to Improve Crowd Counting. Boosting insights in insurance tariff plans with tree-based machine learning methods. Estimation an …
Paper Group ANR 1011

Paper Group ANR 1011

January 28, 2020

Path Capsule Networks. AMD Severity Prediction And Explainability Using Image Registration And Deep Embedded Clustering. Topological Interpretation of Interactive Computation. Active and Passive Portfolio Management with Latent Factors. A collaborative filtering model with heterogeneous neural networks for recommender systems. Classifying Partially …
Paper Group ANR 1012

Paper Group ANR 1012

January 28, 2020

To each route its own ETA: A generative modeling framework for ETA prediction. A Novel Monocular Disparity Estimation Network with Domain Transformation and Ambiguity Learning. SeCoST: Sequential Co-Supervision for Weakly Labeled Audio Event Detection. Model selection for high-dimensional linear regression with dependent observations. EAST: Encodin …
Paper Group ANR 1013

Paper Group ANR 1013

January 28, 2020

Exploring Frame Segmentation Networks for Temporal Action Localization. Segregation Dynamics with Reinforcement Learning and Agent Based Modeling. Learning Action Models from Disordered and Noisy Plan Traces. Object-Guided Instance Segmentation for Biological Images. Learning an Adaptive Learning Rate Schedule. Shape-aware Feature Extraction for In …
Paper Group ANR 1014

Paper Group ANR 1014

January 28, 2020

The Generalization-Stability Tradeoff in Neural Network Pruning. Empirical Evaluations of Active Learning Strategies in Legal Document Review. Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions. Smart, Deep Copy-Paste. Multi-hop Federated Private Data Augmentation with Sample Compression. Fast and robust dete …
Paper Group ANR 1015

Paper Group ANR 1015

January 28, 2020

An Information-Theoretic Perspective on the Relationship Between Fairness and Accuracy. Acoustic-to-Word Models with Conversational Context Information. Mimicking Human Process: Text Representation via Latent Semantic Clustering for Classification. An Attention-Guided Deep Regression Model for Landmark Detection in Cephalograms. Generalized Transfo …
Paper Group ANR 1016

Paper Group ANR 1016

January 28, 2020

A New Approach for Explainable Multiple Organ Annotation with Few Data. Stochastic Inverse Reinforcement Learning. Parareal with a Learned Coarse Model for Robotic Manipulation. Generalized Linear Rule Models. Generative Imaging and Image Processing via Generative Encoder. A Hierarchical Bayesian Model for Size Recommendation in Fashion. A Deep Lea …
Paper Group ANR 1017

Paper Group ANR 1017

January 28, 2020

Closed-Form Full Map Posteriors for Robot Localization with Lidar Sensors. FPGA-based Accelerators of Deep Learning Networks for Learning and Classification: A Review. HDI-Forest: Highest Density Interval Regression Forest. Multimodal Representation Model based on Graph-Based Rank Fusion. SANet:Superpixel Attention Network for Skin Lesion Attribute …
Paper Group ANR 1018

Paper Group ANR 1018

January 28, 2020

On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning. HomebrewedDB: RGB-D Dataset for 6D Pose Estimation of 3D Objects. Automated Detecting and Placing Road Objects from Street-level Images. Towards Robust Neural Vocoding for Speech Generation: A Survey. Learning to Dress 3D People in Generative Clothing …
Paper Group ANR 1019

Paper Group ANR 1019

January 28, 2020

The Computational Complexity of Fire Emblem Series and similar Tactical Role-Playing Games. 6D Object Pose Estimation without PnP. Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis. Penalized regression via the restricted bridge estimator. Some machine learning schemes for high-dimensional nonlinear PDEs. Predicti …
Paper Group ANR 1020

Paper Group ANR 1020

January 28, 2020

Inferring Which Medical Treatments Work from Reports of Clinical Trials. Using AI/ML to gain situational understanding from passive networkobservations. Deep Learning based Precoding for the MIMO Gaussian Wiretap Channel. iSarcasm: A Dataset of Intended Sarcasm. Deep Bidirectional Transformers for Relation Extraction without Supervision. Detection …
Paper Group ANR 1021

Paper Group ANR 1021

January 28, 2020

Random 2.5D U-net for Fully 3D Segmentation. Maintaining Discrimination and Fairness in Class Incremental Learning. Towards Understanding Adversarial Examples Systematically: Exploring Data Size, Task and Model Factors. The Ridge Path Estimator for Linear Instrumental Variables. Low-dimensional statistical manifold embedding of directed graphs. DeL …
Paper Group ANR 1022

Paper Group ANR 1022

January 28, 2020

An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction. A Maximum Entropy approach to Massive Graph Spectra. Continuous Speech Recognition using EEG and Video. Combining Deep Learning and Model-Based Methods for Robust Real-Time Semantic Landmark Detection. Coercing Machine Learning to Output Physically …
Paper Group ANR 1023

Paper Group ANR 1023

January 28, 2020

Transcriptional Response of SK-N-AS Cells to Methamidophos. Signal propagation in continuous approximations of binary neural networks. Transformer-based Acoustic Modeling for Hybrid Speech Recognition. A Proposal-based Approach for Activity Image-to-Video Retrieval. Hindi Visual Genome: A Dataset for Multimodal English-to-Hindi Machine Translation. …
Paper Group ANR 1024

Paper Group ANR 1024

January 28, 2020

Max-plus Operators Applied to Filter Selection and Model Pruning in Neural Networks. Human Motion Trajectory Prediction: A Survey. Joint Reasoning for Temporal and Causal Relations. Improving Humanness of Virtual Agents and Users’ Cooperation through Emotions. Conditional Generative Neural System for Probabilistic Trajectory Prediction. Giving Atte …
Paper Group ANR 1025

Paper Group ANR 1025

January 28, 2020

Fitting IVIM with Variable Projection and Simplicial Optimization. Multimodal Emotion Classification. Spatio-Temporal Deep Graph Infomax. Classification of glomerular hypercellularity using convolutional features and support vector machine. Deep Patent Landscaping Model Using Transformer and Graph Embedding. Towards better social crisis data with H …
Paper Group ANR 1026

Paper Group ANR 1026

January 28, 2020

A systematic review of human activity recognition using smartphones. Comprehend Medical: a Named Entity Recognition and Relationship Extraction Web Service. On improving learning capability of ELM and an application to brain-computer interface. Document Similarity for Texts of Varying Lengths via Hidden Topics. Training Compact Models for Low Resou …
Paper Group ANR 1027

Paper Group ANR 1027

January 28, 2020

On Gradient Descent Ascent for Nonconvex-Concave Minimax Problems. Probabilistic Modeling for Novelty Detection with Applications to Fraud Identification. Empirical effect of graph embeddings on fraud detection/ risk mitigation. A Bootstrap-based Inference Framework for Testing Similarity of Paired Networks. Deep Learning-based Radiomic Features fo …
Paper Group ANR 1028

Paper Group ANR 1028

January 28, 2020

Diverse Behavior Is What Game AI Needs: Generating Varied Human-Like Playing Styles Using Evolutionary Multi-Objective Deep Reinforcement Learning. Evaluating structure learning algorithms with a balanced scoring function. What Makes Training Multi-Modal Classification Networks Hard?. Computing the Scope of Applicability for Acquired Task Knowledge …
Paper Group ANR 1029

Paper Group ANR 1029

January 28, 2020

Generalized Maximum Causal Entropy for Inverse Reinforcement Learning. Embryo staging with weakly-supervised region selection and dynamically-decoded predictions. Mapping Areas using Computer Vision Algorithms and Drones. An Optimization Framework for Task Sequencing in Curriculum Learning. Finite-Time Error Bounds For Linear Stochastic Approximati …
Paper Group ANR 1030

Paper Group ANR 1030

January 28, 2020

Bayesian Nonparametric Boolean Factor Models. A Syntactic Operator for Forgetting that Satisfies Strong Persistence. Low-rank approximations of hyperbolic embeddings. Certifiably Optimal Sparse Inverse Covariance Estimation. Regularizing Trajectory Optimization with Denoising Autoencoders. Neural Policy Gradient Methods: Global Optimality and Rates …
Paper Group ANR 1031

Paper Group ANR 1031

January 28, 2020

Federated Imitation Learning: A Privacy Considered Imitation Learning Framework for Cloud Robotic Systems with Heterogeneous Sensor Data. Design Space Exploration as Quantified Satisfaction. Conditional Vehicle Trajectories Prediction in CARLA Urban Environment. Learning Vision-based Flight in Drone Swarms by Imitation. Word Usage Similarity Estima …
Paper Group ANR 1032

Paper Group ANR 1032

January 28, 2020

Generating protein sequences from antibiotic resistance genes data using Generative Adversarial Networks. Modeling Event Propagation via Graph Biased Temporal Point Process. The principles of adaptation in organisms and machines I: machine learning, information theory, and thermodynamics. Exact and fast inversion of the approximate discrete Radon t …