[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1167
January 27, 2020

Paper Group ANR 1167

Verification of Neural Network Behaviour: Formal Guarantees for Power System Applications. Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT Angiography. Deep Kernel Learning for Clustering. Multi-Model Investigative Exploration of Social Media Data with boutique: A Case Study in Public Health. All-Action Policy Gradient M …

Paper Group ANR 1168

Paper Group ANR 1168

January 27, 2020

On the Separability of Classes with the Cross-Entropy Loss Function. Deep Workpiece Region Segmentation for Bin Picking. Anchor Loss: Modulating Loss Scale based on Prediction Difficulty. Research Directions in Democratizing Innovation through Design Automation, One-Click Manufacturing Services and Intelligent Machines. How Old Are You? Face Age Tr …
Paper Group ANR 1169

Paper Group ANR 1169

January 27, 2020

Wasserstein Distance based Deep Adversarial Transfer Learning for Intelligent Fault Diagnosis. AdversarialNAS: Adversarial Neural Architecture Search for GANs. Red Dragon AI at TextGraphs 2019 Shared Task: Language Model Assisted Explanation Generation. Online information of vaccines: information quality is an ethical responsibility of search engin …
Paper Group ANR 1170

Paper Group ANR 1170

January 27, 2020

Multi-label Categorization of Accounts of Sexism using a Neural Framework. Exploring Computational User Models for Agent Policy Summarization. Deep Convolutional Networks in System Identification. Forecasting Mobile Traffic with Spatiotemporal correlation using Deep Regression. Human Action Recognition with Deep Temporal Pyramids. Robust Classifica …
Paper Group ANR 1171

Paper Group ANR 1171

January 27, 2020

CUDA: Contradistinguisher for Unsupervised Domain Adaptation. Importance-Aware Learning for Neural Headline Editing. Would a File by Any Other Name Seem as Malicious?. COPYCAT: Practical Adversarial Attacks on Visualization-Based Malware Detection. Multi-scale Deep Neural Networks for Solving High Dimensional PDEs. How Does Batch Normalization Help …
Paper Group ANR 1172

Paper Group ANR 1172

January 27, 2020

Improving Neural Protein-Protein Interaction Extraction with Knowledge Selection. Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods. Measuring the intelligence of an idealized mechanical knowing agent. Incorporating Symbolic Sequential Modeling for Speech Enhancement. Identify treatm …
Paper Group ANR 1173

Paper Group ANR 1173

January 27, 2020

A global approach for learning sparse Ising models. Ensemble Convolutional Neural Networks for Mode Inference in Smartphone Travel Survey. Robust Semi-Supervised Monocular Depth Estimation with Reprojected Distances. Enabling Multi-Shell b-Value Generalizability of Data-Driven Diffusion Models with Deep SHORE. Financial Event Extraction Using Wikip …
Paper Group ANR 1174

Paper Group ANR 1174

January 27, 2020

Enforcing Deterministic Constraints on Generative Adversarial Networks for Emulating Physical Systems. A Combination of Temporal Sequence Learning and Data Description for Anomaly-based NIDS. Dynamic Context Correspondence Network for Semantic Alignment. Locally adaptive activation functions with slope recovery term for deep and physics-informed ne …
Paper Group ANR 1175

Paper Group ANR 1175

January 27, 2020

HyperKG: Hyperbolic Knowledge Graph Embeddings for Knowledge Base Completion. A Cryptanalysis of Two Cancelable Biometric Schemes based on Index-of-Max Hashing. Clustering and Classification Networks. Known-plaintext attack and ciphertext-only attack for encrypted single-pixel imaging. Saliency-Guided Attention Network for Image-Sentence Matching. …
Paper Group ANR 1176

Paper Group ANR 1176

January 27, 2020

Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning. Finite Depth and Width Corrections to the Neural Tangent Kernel. Hierarchical Multi-task Deep Neural Network Architecture for End-to-End Driving. Probing Representations Learned by Multimodal Recurrent and Transformer Models. PAC Guarantees for Cooperative Multi-A …
Paper Group ANR 1177

Paper Group ANR 1177

January 27, 2020

DeepFault: Fault Localization for Deep Neural Networks. Big-Data Clustering: K-Means or K-Indicators?. Handwritten Chinese Character Recognition by Convolutional Neural Network and Similarity Ranking. Autonomous Air Traffic Controller: A Deep Multi-Agent Reinforcement Learning Approach. vqSGD: Vector Quantized Stochastic Gradient Descent. Is Fast A …
Paper Group ANR 1178

Paper Group ANR 1178

January 27, 2020

Knowledge Authoring and Question Answering with KALM. Stochastic Channel-Based Federated Learning for Medical Data Privacy Preserving. SCE: A manifold regularized set-covering method for data partitioning. BUT System Description to VoxCeleb Speaker Recognition Challenge 2019. Small Target Detection for Search and Rescue Operations using Distributed …
Paper Group ANR 1179

Paper Group ANR 1179

January 27, 2020

On the Consistency of Top-k Surrogate Losses. Interactive Text Ranking with Bayesian Optimisation: A Case Study on Community QA and Summarisation. The role of a layer in deep neural networks: a Gaussian Process perspective. Minimizing Negative Transfer of Knowledge in Multivariate Gaussian Processes: A Scalable and Regularized Approach. Octree guid …
Paper Group ANR 1180

Paper Group ANR 1180

January 27, 2020

BGrowth: an efficient approach for the segmentation of vertebral compression fractures in magnetic resonance imaging. Online Deep Learning for Improved Trajectory Tracking of Unmanned Aerial Vehicles Using Expert Knowledge. High-Dimensional Optimization in Adaptive Random Subspaces. End-to-End Jet Classification of Quarks and Gluons with the CMS Op …
Paper Group ANR 1181

Paper Group ANR 1181

January 27, 2020

Rank Aggregation via Heterogeneous Thurstone Preference Models. 3D Rigid Motion Segmentation with Mixed and Unknown Number of Models. Learning to estimate label uncertainty for automatic radiology report parsing. Learning from a Teacher using Unlabeled Data. Video Stitching for Linear Camera Arrays. Information in Infinite Ensembles of Infinitely-W …
Paper Group ANR 1182

Paper Group ANR 1182

January 27, 2020

Monte-Carlo Tree Search for Simulation-based Strategy Analysis. Playing it Safe: Adversarial Robustness with an Abstain Option. Deep Reinforcement Learning for Trading. Safe and Fast Tracking on a Robot Manipulator: Robust MPC and Neural Network Control. FRODO: Free rejection of out-of-distribution samples: application to chest x-ray analysis. The …
Paper Group ANR 1183

Paper Group ANR 1183

January 27, 2020

Learning to Calibrate Straight Lines for Fisheye Image Rectification. Whole-Slide Image Focus Quality: Automatic Assessment and Impact on AI Cancer Detection. Towards Evolutionary Theorem Proving for Isabelle/HOL. Anxious Depression Prediction in Real-time Social Data. Multi-Purposing Domain Adaptation Discriminators for Pseudo Labeling Confidence. …
Paper Group ANR 1184

Paper Group ANR 1184

January 27, 2020

Evaluating MAP-Elites on Constrained Optimization Problems. Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity. An Online Evolving Framework for Modeling the Safe Autonomous Vehicle Control System via Online Recognition of Latent Risks. Automated Rib Fracture Detection of Postmortem Computed Tomography Ima …
Paper Group ANR 1185

Paper Group ANR 1185

January 27, 2020

Testing Scenario Library Generation for Connected and Automated Vehicles, Part II: Case Studies. Multiview-Consistent Semi-Supervised Learning for 3D Human Pose Estimation. Real-time Memory Efficient Large-pose Face Alignment via Deep Evolutionary Network. Financial series prediction using Attention LSTM. Robust Data-driven Profile-based Pricing Sc …
Paper Group ANR 1186

Paper Group ANR 1186

January 27, 2020

Copula & Marginal Flows: Disentangling the Marginal from its Joint. Seeing Behind Things: Extending Semantic Segmentation to Occluded Regions. Queueing Analysis of GPU-Based Inference Servers with Dynamic Batching: A Closed-Form Characterization. Experimental Exploration of Compact Convolutional Neural Network Architectures for Non-temporal Real-ti …
Paper Group ANR 1187

Paper Group ANR 1187

January 27, 2020

Identifying and Correcting Label Bias in Machine Learning. Question Generation from Paragraphs: A Tale of Two Hierarchical Models. Polylogarithmic width suffices for gradient descent to achieve arbitrarily small test error with shallow ReLU networks. Profile-Based Privacy for Locally Private Computations. On the clustering of correlated random vari …
Paper Group ANR 1188

Paper Group ANR 1188

January 27, 2020

Tracking system of Mine Patrol Robot for Low Illumination Environment. Robust Pose Invariant Shape and Texture based Hand Recognition. Dialogue Design and Management for Multi-Session Casual Conversation with Older Adults. Constrained deep neural network architecture search for IoT devices accounting hardware calibration. Recreation of the Periodic …
Paper Group ANR 1189

Paper Group ANR 1189

January 27, 2020

Towards Interpretable Image Synthesis by Learning Sparsely Connected AND-OR Networks. Training Deep Learning Models via Synthetic Data: Application in Unmanned Aerial Vehicles. DNNVM : End-to-End Compiler Leveraging Heterogeneous Optimizations on FPGA-based CNN Accelerators. Revisiting Landscape Analysis in Deep Neural Networks: Eliminating Decreas …
Paper Group ANR 1190

Paper Group ANR 1190

January 27, 2020

LED2Net: Deep Illumination-aware Dehazing with Low-light and Detail Enhancement. Deep Scale-spaces: Equivariance Over Scale. Learning Invariant Representations for Sentiment Analysis: The Missing Material is Datasets. A Distraction Score for Watermarks. Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control. Proceedings 7th …
Paper Group ANR 1191

Paper Group ANR 1191

January 27, 2020

What Can Machine Learning Teach Us about Communications?. LMF Reloaded. Building Segmentation through a Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding. DeepTagRec: A Content-cum-User based Tag Recommendation Framework for Stack Overflow. Epoch-wise label attacks for robustness against label noise. Statistical Infere …
Paper Group ANR 1192

Paper Group ANR 1192

January 27, 2020

Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Classification of Gait Using Machine Learning. Saliency Detection With Fully Convolutional Neural Network. Modelling the Socialization of Creative Agents in a Master-Apprentice Setting: The Case of Movie Title Puns. Atlas-based automated detection of swim bladder …
Paper Group ANR 1193

Paper Group ANR 1193

January 27, 2020

$\mathcal{G}$-softmax: Improving Intra-class Compactness and Inter-class Separability of Features. Adaptive Segmentation of Knee Radiographs for Selecting the Optimal ROI in Texture Analysis. Response of Selective Attention in Middle Temporal Area. Learning Numeral Embeddings. Weighted Mean Curvature. Augmented Utilitarianism for AGI Safety. An Eff …
Paper Group ANR 1194

Paper Group ANR 1194

January 27, 2020

Outside the Box: Abstraction-Based Monitoring of Neural Networks. Early Bird Catches the Worm: Predicting Returns Even Before Purchase in Fashion E-commerce. Black Box Submodular Maximization: Discrete and Continuous Settings. Salient Instance Segmentation via Subitizing and Clustering. Distilling importance sampling. Variational inference for neur …