[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1195
January 27, 2020

Paper Group ANR 1195

Super-Resolution of PROBA-V Images Using Convolutional Neural Networks. On the Reduction of Variance and Overestimation of Deep Q-Learning. Hybrid Machine Learning Approach to Popularity Prediction of Newly Released Contents for Online Video Streaming Service. Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segment …

Paper Group ANR 1196

Paper Group ANR 1196

January 27, 2020

GA-GAN: CT reconstruction from Biplanar DRRs using GAN with Guided Attention. Smart Ternary Quantization. Separable Convolutional Eigen-Filters (SCEF): Building Efficient CNNs Using Redundancy Analysis. Improving Catheter Segmentation & Localization in 3D Cardiac Ultrasound Using Direction-Fused FCN. PCONV: The Missing but Desirable Sparsity in DNN …
Paper Group ANR 1197

Paper Group ANR 1197

January 27, 2020

Detecting Colorized Images via Convolutional Neural Networks: Toward High Accuracy and Good Generalization. Pixelated Semantic Colorization. Conservative set valued fields, automatic differentiation, stochastic gradient method and deep learning. Detecting Repeating Objects using Patch Correlation Analysis. Sum-of-squares meets square loss: Fast rat …
Paper Group ANR 1198

Paper Group ANR 1198

January 27, 2020

Google street view and deep learning: a new ground truthing approach for crop mapping. MFA is a Waste of Time! Understanding Negative Connotation Towards MFA Applications via User Generated Content. Matrix Completion With Selective Sampling. Structuring Autoencoders. Self-Supervised Learning of Depth and Ego-motion with Differentiable Bundle Adjust …
Paper Group ANR 1199

Paper Group ANR 1199

January 27, 2020

SAFA: a Semi-Asynchronous Protocol for Fast Federated Learning with Low Overhead. Deterministic PAC-Bayesian generalization bounds for deep networks via generalizing noise-resilience. An Image Based Visual Servo Approach with Deep Learning for Robotic Manipulation. Fingerprints: Fixed Length Representation via Deep Networks and Domain Knowledge. In …
Paper Group ANR 1200

Paper Group ANR 1200

January 27, 2020

Learning to Find Correlated Features by Maximizing Information Flow in Convolutional Neural Networks. Enhanced Human-Machine Interaction by Combining Proximity Sensing with Global Perception. Neural Network-Based Dynamic Threshold Detection for Non-Volatile Memories. Understanding Urban Dynamics via Context-aware Tensor Factorization with Neighbori …
Paper Group ANR 1201

Paper Group ANR 1201

January 27, 2020

A Camera That CNNs: Towards Embedded Neural Networks on Pixel Processor Arrays. Towards Coherent and Engaging Spoken Dialog Response Generation Using Automatic Conversation Evaluators. From Text to Sound: A Preliminary Study on Retrieving Sound Effects to Radio Stories. On the Legal Compatibility of Fairness Definitions. Connecting Lyapunov Control …
Paper Group ANR 1202

Paper Group ANR 1202

January 27, 2020

The Attack Generator: A Systematic Approach Towards Constructing Adversarial Attacks. On the Adversarial Robustness of Neural Networks without Weight Transport. Simultaneous prediction of multiple outcomes using revised stacking algorithms. Elaboration Tolerant Representation of Markov Decision Process via Decision-Theoretic Extension of Probabilis …
Paper Group ANR 1203

Paper Group ANR 1203

January 27, 2020

Cardiac MRI Segmentation with Strong Anatomical Guarantees. A necessary and sufficient stability notion for adaptive generalization. Necessary and Sufficient Geometries for Gradient Methods. Adaptive Configuration Oracle for Online Portfolio Selection Methods. Group Retention when Using Machine Learning in Sequential Decision Making: the Interplay …
Paper Group ANR 1204

Paper Group ANR 1204

January 27, 2020

Stock Market Forecasting Based on Text Mining Technology: A Support Vector Machine Method. Exploring Overall Contextual Information for Image Captioning in Human-Like Cognitive Style. Decoding Spiking Mechanism with Dynamic Learning on Neuron Population. Semantic-aware Image Deblurring. Graph Normalizing Flows. Evolutionary Algorithm for Sinhala to …
Paper Group ANR 1205

Paper Group ANR 1205

January 27, 2020

Consistent Cross-view Matching for Unsupervised Person Re-identification. Bayesian Optimization for Materials Design with Mixed Quantitative and Qualitative Variables. Dynamic Network Embeddings for Network Evolution Analysis. Minimax bounds for structured prediction. Robust Anomaly Detection and Backdoor Attack Detection Via Differential Privacy. …
Paper Group ANR 1206

Paper Group ANR 1206

January 27, 2020

Lattice-Based Fuzzy Medical Expert System for Low Back Pain Management. Real-time Anomaly Detection and Classification in Streaming PMU Data. Informed Machine Learning – A Taxonomy and Survey of Integrating Knowledge into Learning Systems. Naver at ActivityNet Challenge 2019 – Task B Active Speaker Detection (AVA). Optimizer Benchmarking Needs to …
Paper Group ANR 1207

Paper Group ANR 1207

January 27, 2020

Interactive Classification by Asking Informative Questions. SpatialFlow: Bridging All Tasks for Panoptic Segmentation. A Software to Detect OCC Emotion, Big-Five Personality and Hofstede Cultural Dimensions of Pedestrians from Video Sequences. The surprising little effectiveness of cooperative algorithms in parallel problem solving. Understanding C …
Paper Group ANR 1208

Paper Group ANR 1208

January 27, 2020

Continual Learning in Neural Networks. Automatic Detection of Cortical Arousals in Sleep and their Contribution to Daytime Sleepiness. EM-NET: Centerline-Aware Mitochondria Segmentation in EM Images via Hierarchical View-Ensemble Convolutional Network. Locally Connected Spiking Neural Networks for Unsupervised Feature Learning. Online Object Repres …
Paper Group ANR 1209

Paper Group ANR 1209

January 27, 2020

Optimal PAC-Bayesian Posteriors for Stochastic Classifiers and their use for Choice of SVM Regularization Parameter. Trans-Sense: Real Time Transportation Schedule Estimation Using Smart Phones. Complexity of Stochastic Dual Dynamic Programming. Reduced network extremal ensemble learning (RenEEL) scheme for community detection in complex networks. …
Paper Group ANR 1210

Paper Group ANR 1210

January 27, 2020

Automatic 4D Facial Expression Recognition via Collaborative Cross-domain Dynamic Image Network. Mining Data from the Congressional Record. Wield: Systematic Reinforcement Learning With Progressive Randomization. A unified sparse optimization framework to learn parsimonious physics-informed models from data. An Unsupervised Character-Aware Neural A …
Paper Group ANR 1211

Paper Group ANR 1211

January 27, 2020

Incremental embedding for temporal networks. Quantum Graph Neural Networks. Modeling Latent Sentence Structure in Neural Machine Translation. A Cooperative Multi-Agent Reinforcement Learning Framework for Resource Balancing in Complex Logistics Network. Towards Scalable Gaussian Process Modeling. Continual learning: A comparative study on how to de …
Paper Group ANR 1212

Paper Group ANR 1212

January 27, 2020

Remembering Winter Was Coming: Character-Oriented Video Summaries of TV Series. Conditional Denoising of Remote Sensing Imagery Using Cycle-Consistent Deep Generative Models. Consistent Classification with Generalized Metrics. On the Dimensionality of Embeddings for Sparse Features and Data. Model Compression with Two-stage Multi-teacher Knowledge …
Paper Group ANR 1213

Paper Group ANR 1213

January 27, 2020

Efficient EM-Variational Inference for Hawkes Process. Expressive mechanisms for equitable rent division on a budget. Contracting Implicit Recurrent Neural Networks: Stable Models with Improved Trainability. What’s in the box? Explaining the black-box model through an evaluation of its interpretable features. Nucleus Neural Network: A Data-driven S …
Paper Group ANR 1214

Paper Group ANR 1214

January 27, 2020

Semantic Analysis of Traffic Camera Data: Topic Signal Extraction and Anomalous Event Detection. Short-and-Sparse Deconvolution – A Geometric Approach. Blind Image Deconvolution using Pretrained Generative Priors. An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration. Edge Heuristic GAN for Non-uniform Blind Deblu …
Paper Group ANR 1215

Paper Group ANR 1215

January 27, 2020

Nonparametric Curve Alignment. Privacy Protection in Street-View Panoramas using Depth and Multi-View Imagery. Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement Learning. Gradient Boosted Decision Tree Neural Network. Frustum VoxNet for 3D object detection from RGB-D or Depth images. Quantitative Depth Quality Asses …
Paper Group ANR 1216

Paper Group ANR 1216

January 27, 2020

Select and Attend: Towards Controllable Content Selection in Text Generation. Class Specific or Shared? A Hybrid Dictionary Learning Network for Image Classification. Lipi Gnani - A Versatile OCR for Documents in any Language Printed in Kannada Script. The H3D Dataset for Full-Surround 3D Multi-Object Detection and Tracking in Crowded Urban Scenes. …
Paper Group ANR 1217

Paper Group ANR 1217

January 27, 2020

Pneumothorax Segmentation: Deep Learning Image Segmentation to predict Pneumothorax. Supervised Discrete Hashing with Relaxation. Mining Uncertain Event Data in Process Mining. On the Learnability of Deep Random Networks. Aff-Wild Database and AffWildNet. Adaptive Model Refinement with Batch Bayesian Sampling for Optimization of Bio-inspired Flow T …
Paper Group ANR 1218

Paper Group ANR 1218

January 27, 2020

Minimizing a Sum of Clipped Convex Functions. Cognitive Functions of the Brain: Perception, Attention and Memory. An Embedding Framework for Consistent Polyhedral Surrogates. An Effective Upperbound on Treewidth Using Partial Fill-in of Separators. KNEEL: Knee Anatomical Landmark Localization Using Hourglass Networks. Metamorphic Testing of a Deep …
Paper Group ANR 1219

Paper Group ANR 1219

January 27, 2020

Beyond 5G: Leveraging Cell Free TDD Massive MIMO using Cascaded Deep learning. Model Agnostic Contrastive Explanations for Structured Data. Support Vector Machine Classifier via $L_{0/1}$ Soft-Margin Loss. Customizable Architecture Search for Semantic Segmentation. Cross-Modal Self-Attention Network for Referring Image Segmentation. Facial Pose Est …
Paper Group ANR 1220

Paper Group ANR 1220

January 27, 2020

Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning. Dual Reconstruction with Densely Connected Residual Network for Single Image Super-Resolution. Photometric Transformer Networks and Label Adjustment for Breast Density Prediction. Protecting from Malware Obfuscation Attacks through Adversarial Risk Analysis. A Universal Approx …
Paper Group ANR 1221

Paper Group ANR 1221

January 27, 2020

Fast approximation of orthogonal matrices and application to PCA. Can a Robot Become a Movie Director? Learning Artistic Principles for Aerial Cinematography. Comparing Efficiency of Expert Data Aggregation Methods. Target Tracking for Contextual Bandits: Application to Demand Side Management. Information-Geometric Set Embeddings (IGSE): From Sets …
Paper Group ANR 1222

Paper Group ANR 1222

January 27, 2020

Reducing the Model Variance of a Rectal Cancer Segmentation Network. Learning to Speak and Act in a Fantasy Text Adventure Game. An Evolutionary Algorithm of Linear complexity: Application to Training of Deep Neural Networks. Algorithms for $\ell_p$-based semi-supervised learning on graphs. From Visual to Acoustic Question Answering. Metric-based R …