[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1503
January 26, 2020

Paper Group ANR 1503

Deep Learning For Face Recognition: A Critical Analysis. Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification. The Seventh Answer Set Programming Competition: Design and Results. Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification. Graph Convolutional Networks: analysis, improve …

Paper Group ANR 1504

Paper Group ANR 1504

January 26, 2020

Improving Multi-turn Dialogue Modelling with Utterance ReWriter. Analysis of the hands in egocentric vision: A survey. A Ride-Matching Strategy For Large Scale Dynamic Ridesharing Services Based on Polar Coordinates. Naive Gabor Networks for Hyperspectral Image Classification. On Functional Test Generation for Deep Neural Network IPs. Interpretable …
Paper Group ANR 1505

Paper Group ANR 1505

January 26, 2020

The importance of evaluating the complete automated knowledge-based planning pipeline. Learning Optimal and Near-Optimal Lexicographic Preference Lists. Similar Image Search for Histopathology: SMILY. Generalized Control Functions via Variational Decoupling. Field typing for improved recognition on heterogeneous handwritten forms. Cross-Modal Messa …
Paper Group ANR 1506

Paper Group ANR 1506

January 26, 2020

Texture Retrieval in the Wild through detection-based attributes. Classification Betters Regression in Query-based Multi-document Summarisation Techniques for Question Answering: Macquarie University at BioASQ7b. Handwritten Amharic Character Recognition Using a Convolutional Neural Network. Deep Robust Subjective Visual Property Prediction in Crow …
Paper Group ANR 1507

Paper Group ANR 1507

January 26, 2020

Superstition in the Network: Deep Reinforcement Learning Plays Deceptive Games. Forecasting the Progression of Alzheimer’s Disease Using Neural Networks and a Novel Pre-Processing Algorithm. On the Reliability of Cancelable Biometrics: Revisit the Irreversibility. Does computer vision matter for action?. Reducing the Human Effort in Developing PET- …
Paper Group ANR 1508

Paper Group ANR 1508

January 26, 2020

Kernel Density Estimation Bias under Minimal Assumptions. Empirical Analysis of Session-Based Recommendation Algorithms. Two-Stage Session-based Recommendations with Candidate Rank Embeddings. Augmentation Scheme for Dealing with Imbalanced Network Traffic Classification Using Deep Learning. The many faces of deep learning. CUPCF: Combining Users P …
Paper Group ANR 1509

Paper Group ANR 1509

January 26, 2020

Cribriform pattern detection in prostate histopathological images using deep learning models. Policy Optimization with Stochastic Mirror Descent. A Bayesian Finite Mixture Model with Variable Selection for Data with Mixed-type Variables. Data-driven Prognostics with Predictive Uncertainty Estimation using Ensemble of Deep Ordinal Regression Models. …
Paper Group ANR 1510

Paper Group ANR 1510

January 26, 2020

Analysis of Deep Networks for Monocular Depth Estimation Through Adversarial Attacks with Proposal of a Defense Method. Improved Regret Bounds for Projection-free Bandit Convex Optimization. Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. Minimal Learning Machine: Theoretical Results and Clustering-Based Ref …
Paper Group ANR 1511

Paper Group ANR 1511

January 26, 2020

A Modern Retrospective on Probabilistic Numerics. Procrustes registration of two-dimensional statistical shape models without correspondences. Fine-grained lesion annotation in CT images with knowledge mined from radiology reports. Persistence Curves: A canonical framework for summarizing persistence diagrams. Visualizing Representational Dynamics …
Paper Group ANR 1512

Paper Group ANR 1512

January 26, 2020

Event Recognition with Automatic Album Detection based on Sequential Processing, Neural Attention and Image Captioning. Reproducibility in Machine Learning for Health. Training DNN IoT Applications for Deployment On Analog NVM Crossbars. One-Shot Mutual Affine-Transfer for Photorealistic Stylization. Towards Linearization Machine Learning Algorithm …
Paper Group ANR 1513

Paper Group ANR 1513

January 26, 2020

Towards Train-Test Consistency for Semi-supervised Temporal Action Localization. Variational Characterizations of Local Entropy and Heat Regularization in Deep Learning. Shared Feelings: Understanding Facebook Reactions to Scholarly Articles. Human Action Recognition with Multi-Laplacian Graph Convolutional Networks. Detecting retail products in si …
Paper Group ANR 1514

Paper Group ANR 1514

January 26, 2020

Unsupervised Neural Sensor Models for Synthetic LiDAR Data Augmentation. Differentiable Game Mechanics. The emotions that we perceive in music: the influence of language and lyrics comprehension on agreement. Local Embeddings for Relational Data Integration. Face morphing detection in the presence of printing/scanning and heterogeneous image source …
Paper Group ANR 1515

Paper Group ANR 1515

January 26, 2020

Learning to Forget for Meta-Learning. Cross-Modal Image Fusion Theory Guided by Subjective Visual Attention. Slow Feature Analysis for Human Action Recognition. SALT: Subspace Alignment as an Auxiliary Learning Task for Domain Adaptation. Wyner VAE: Joint and Conditional Generation with Succinct Common Representation Learning. Power Gradient Descen …
Paper Group ANR 1516

Paper Group ANR 1516

January 26, 2020

Contextual Bandits with Random Projection. Extending Signature-based Intrusion Detection Systems WithBayesian Abductive Reasoning. Grid Anchor based Image Cropping: A New Benchmark and An Efficient Model. Syntax-aware Neural Semantic Role Labeling with Supertags. Training Neural Machine Translation (NMT) Models using Tensor Train Decomposition on T …
Paper Group ANR 1517

Paper Group ANR 1517

January 26, 2020

Deep Convolutional Neural Network for Automated Detection of Mind Wandering using EEG Signals. ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System. Machine Learning for Seizure Type Classification: Setting the benchmark. Towards Self-constructive Artificial Intelligence: Algorithmic basis (Part I). Clustering and Recogniti …
Paper Group ANR 1518

Paper Group ANR 1518

January 26, 2020

Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition. Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding. A Hierarchical Location Prediction Neural Network for Twitter User Geolocation. Thoth: Improved Rapid Serial Visual Presentation using Natural Language Processing. S …
Paper Group ANR 1519

Paper Group ANR 1519

January 26, 2020

Sparse and Low-Rank Tensor Regression via Parallel Proximal Method. Academic Performance Estimation with Attention-based Graph Convolutional Networks. Affordance Learning In Direct Perception for Autonomous Driving. Fast Video Crowd Counting with a Temporal Aware Network. Density-based Community Detection/Optimization. Feature-aware Adaptation and …
Paper Group ANR 1520

Paper Group ANR 1520

January 26, 2020

von Neumann-Morgenstern and Savage Theorems for Causal Decision Making. Deep Learning Based Automatic Video Annotation Tool for Self-Driving Car. Robo-PlaNet: Learning to Poke in a Day. Learning Cross-Modal Deep Representations for Multi-Modal MR Image Segmentation. Device-Circuit-Architecture Co-Exploration for Computing-in-Memory Neural Accelerat …
Paper Group ANR 1521

Paper Group ANR 1521

January 26, 2020

GLA-Net: An Attention Network with Guided Loss for Mismatch Removal. Effectiveness Assessment of Cyber-Physical Systems. Learning Generalizable Physical Dynamics of 3D Rigid Objects. No-Regret Bayesian Optimization with Unknown Hyperparameters. Towards a Hypothesis on Visual Transformation based Self-Supervision. A Study of State Aliasing in Struct …
Paper Group ANR 1522

Paper Group ANR 1522

January 26, 2020

Hybrid MemNet for Extractive Summarization. Scalable Reinforcement Learning of Localized Policies for Multi-Agent Networked Systems. Towards Deployment of Robust AI Agents for Human-Machine Partnerships. Learning from Label Proportions with Generative Adversarial Networks. Human-centric Transfer Learning Explanation via Knowledge Graph [Extended Ab …
Paper Group ANR 1523

Paper Group ANR 1523

January 26, 2020

What and Where to Translate: Local Mask-based Image-to-Image Translation. Bayesian Nonparametric Federated Learning of Neural Networks. Adaptive Quantile Low-Rank Matrix Factorization. Eye Contact Correction using Deep Neural Networks. Regression-based Inverter Control for Decentralized Optimal Power Flow and Voltage Regulation. Learning from Multi …
Paper Group ANR 1524

Paper Group ANR 1524

January 26, 2020

Learning to Identify Patients at Risk of Uncontrolled Hypertension Using Electronic Health Records Data. The ISTI Rapid Response on Exploring Cloud Computing 2018. Reinforcement Learning for Learning of Dynamical Systems in Uncertain Environment: a Tutorial. An Empirical Study on Hyperparameters and their Interdependence for RL Generalization. Free …
Paper Group ANR 1525

Paper Group ANR 1525

January 26, 2020

Conditional Neural Style Transfer with Peer-Regularized Feature Transform. Simultaneous Identification of Tweet Purpose and Position. Towards more effective consumer steering via network analysis. Impact of Narrow Lanes on Arterial Road Vehicle Crashes: A Machine Learning Approach. PerceptNet: Learning Perceptual Similarity of Haptic Textures in Pr …
Paper Group ANR 1526

Paper Group ANR 1526

January 26, 2020

Non-intrusive Load Monitoring via Multi-label Sparse Representation based Classification. Correlation Coefficients and Semantic Textual Similarity. DPPNet: Approximating Determinantal Point Processes with Deep Networks. ScienceExamCER: A High-Density Fine-Grained Science-Domain Corpus for Common Entity Recognition. DeepSFM: Structure From Motion Vi …
Paper Group ANR 1527

Paper Group ANR 1527

January 26, 2020

Patent Analytics Based on Feature Vector Space Model: A Case of IoT. Playing log(N)-Questions over Sentences. HAR-Net: Joint Learning of Hybrid Attention for Single-stage Object Detection. Recovering the parameters underlying the Lorenz-96 chaotic dynamics. Machine-learning based three-qubit gate for realization of a Toffoli gate with cQED-based tr …
Paper Group ANR 1528

Paper Group ANR 1528

January 26, 2020

Forecasting Wireless Demand with Extreme Values using Feature Embedding in Gaussian Processes. Intra-day Equity Price Prediction using Deep Learning as a Measure of Market Efficiency. Validation of a deep learning mammography model in a population with low screening rates. Two-phase flow regime prediction using LSTM based deep recurrent neural netw …
Paper Group ANR 1529

Paper Group ANR 1529

January 26, 2020

DC-SPP-YOLO: Dense Connection and Spatial Pyramid Pooling Based YOLO for Object Detection. Using Sub-Optimal Plan Detection to Identify Commitment Abandonment in Discrete Environments. Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss. Self-Imitation Learning via Trajectory-Conditioned Policy for …
Paper Group ANR 1530

Paper Group ANR 1530

January 26, 2020

Retrieving Similar Trajectories from Cellular Data at City Scale. MAPEL: Multi-Agent Pursuer-Evader Learning using Situation Report. Predicting AC Optimal Power Flows: Combining Deep Learning and Lagrangian Dual Methods. An Empirical Exploration of Deep Recurrent Connections and Memory Cells Using Neuro-Evolution. Contrastive Learning for Lifted Ne …