[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1279
January 27, 2020

Paper Group ANR 1279

Attributes-aided Part Detection and Refinement for Person Re-identification. Flavour Enhanced Food Recommendation. Unsupervised Separation of Dynamics from Pixels. Linking Physicians to Medical Research Results via Knowledge Graph Embeddings and Twitter. Place-specific Background Modeling Using Recursive Autoencoders. Uncertainty-aware Model-based …

Paper Group ANR 1280

Paper Group ANR 1280

January 27, 2020

MaLTESE: Large-Scale Simulation-Driven Machine Learning for Transient Driving Cycles. Variational Auto-Decoder. Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-segmentation. Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering. Designing Evaluations of Machine Learni …
Paper Group ANR 1281

Paper Group ANR 1281

January 27, 2020

Attacker Behaviour Profiling using Stochastic Ensemble of Hidden Markov Models. Effects of data ambiguity and cognitive biases on the interpretability of machine learning models in humanitarian decision making. The Runtime of the Compact Genetic Algorithm on Jump Functions. Learning Variable Ordering Heuristics for Solving Constraint Satisfaction P …
Paper Group ANR 1282

Paper Group ANR 1282

January 27, 2020

Human-like Decision Making for Autonomous Driving via Adversarial Inverse Reinforcement Learning. Technical Report on Visual Quality Assessment for Frame Interpolation. Understanding the Mechanism of Deep Learning Framework for Lesion Detection in Pathological Images with Breast Cancer. Simulation Model of Two-Robot Cooperation in Common Operating …
Paper Group ANR 1283

Paper Group ANR 1283

January 27, 2020

An Efficient Intelligent System for the Classification of Electroencephalography (EEG) Brain Signals using Nuclear Features for Human Cognitive Tasks. McDiarmid-Type Inequalities for Graph-Dependent Variables and Stability Bounds. A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection. Lower Dimensional Kernels …
Paper Group ANR 1284

Paper Group ANR 1284

January 27, 2020

Matrix and tensor decompositions for training binary neural networks. Information Robust Dirichlet Networks for Predictive Uncertainty Estimation. Video-Driven Speech Reconstruction using Generative Adversarial Networks. Generating Information Extraction Patterns from Overlapping and Variable Length Annotations using Sequence Alignment. Recursive V …
Paper Group ANR 1285

Paper Group ANR 1285

January 27, 2020

Discriminative training of conditional random fields with probably submodular constraints. Deep-Learning Assisted High-Resolution Binocular Stereo Depth Reconstruction. DR-KFS: A Differentiable Visual Similarity Metric for 3D Shape Reconstruction. Learning Linear-Quadratic Regulators Efficiently with only $\sqrt{T}$ Regret. Statistical Learning and …
Paper Group ANR 1286

Paper Group ANR 1286

January 27, 2020

Normal Assisted Stereo Depth Estimation. Detecting Reflections by Combining Semantic and Instance Segmentation. An End-to-End Network for Panoptic Segmentation. Using DP Towards A Shortest Path Problem-Related Application. A Micro-Objective Perspective of Reinforcement Learning. Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Pa …
Paper Group ANR 1287

Paper Group ANR 1287

January 27, 2020

Appendix for: Cut-free Calculi and Relational Semantics for Temporal STIT logics. Target-Focused Feature Selection Using a Bayesian Approach. Kernel quadrature with DPPs. Quantum Adversarial Machine Learning. Multi-Objective Autonomous Braking System using Naturalistic Dataset. Perfect reconstruction of sparse signals with piecewise continuous nonc …
Paper Group ANR 1288

Paper Group ANR 1288

January 27, 2020

Don’t Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction. Road Context-aware Intrusion Detection System for Autonomous Cars. ART: Abstraction Refinement-Guided Training for Provably Correct Neural Networks. Predictive Uncertainty Quantification with Compound Density Networks. Challenges in …
Paper Group ANR 1289

Paper Group ANR 1289

January 27, 2020

Fine-Grained Temporal Relation Extraction. Recent Advances in Diversified Recommendation. MindTheStep-AsyncPSGD: Adaptive Asynchronous Parallel Stochastic Gradient Descent. Restricted Isometry Property under High Correlations. Learning Two-View Correspondences and Geometry Using Order-Aware Network. Defensive Quantization: When Efficiency Meets Rob …
Paper Group ANR 1290

Paper Group ANR 1290

January 27, 2020

Electricity Load Forecasting – An Evaluation of Simple 1D-CNN Network Structures. Learning to Map Nearly Anything. Spatial-Winograd Pruning Enabling Sparse Winograd Convolution. Capacity of the covariance perceptron. Data Selection for Short Term load forecasting. 3D Semantic Scene Completion from a Single Depth Image using Adversarial Training. F …
Paper Group ANR 1291

Paper Group ANR 1291

January 27, 2020

Posing Fair Generalization Tasks for Natural Language Inference. A Hybrid Morpheme-Word Representation for Machine Translation of Morphologically Rich Languages. A clusterwise supervised learning procedure based on aggregation of distances. Does Object Recognition Work for Everyone?. Face Detection and Face Recognition In the Wild Using Off-the-She …
Paper Group ANR 1292

Paper Group ANR 1292

January 27, 2020

MM for Penalized Estimation. Learning Selection Masks for Deep Neural Networks. Image Disentanglement and Uncooperative Re-Entanglement for High-Fidelity Image-to-Image Translation. Predicting the Topical Stance of Media and Popular Twitter Users. Transfer Learning for Segmenting Dimensionally-Reduced Hyperspectral Images. Towards Personalized Mana …
Paper Group ANR 1293

Paper Group ANR 1293

January 27, 2020

Animated Stickies: Fast Video Projection Mapping onto a Markerless Plane through a Direct Closed-Loop Alignment. SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks. BERT for Large-scale Video Segment Classification with Test-time Augmentation. Standing on the Shoulders of Giants: AI-driven Calibration of Localisation Technolo …
Paper Group ANR 1294

Paper Group ANR 1294

January 27, 2020

Understanding Neural Machine Translation by Simplification: The Case of Encoder-free Models. Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets. Generative Restricted Kernel Machines. Latent Retrieval for Weakly Supervised Open Domain Question Answering. Sequential Latent Spaces for Modeling the …
Paper Group ANR 1295

Paper Group ANR 1295

January 27, 2020

Computational Flight Control: A Domain-Knowledge-Aided Deep Reinforcement Learning Approach. Identity Document and banknote security forensics: a survey. Collective Learning. Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP. Spatially Constrained Generative Adversarial Networks for Conditional Image Generation. …
Paper Group ANR 1296

Paper Group ANR 1296

January 27, 2020

Graph Pruning for Model Compression. CARS: Continuous Evolution for Efficient Neural Architecture Search. Visual Wake Words Dataset. Bypassing Backdoor Detection Algorithms in Deep Learning. A Random Gossip BMUF Process for Neural Language Modeling. AdaFilter: Adaptive Filter Fine-tuning for Deep Transfer Learning. Unpaired Image Enhancement Featur …
Paper Group ANR 1297

Paper Group ANR 1297

January 27, 2020

Network Offloading Policies for Cloud Robotics: a Learning-based Approach. Learning Instance Occlusion for Panoptic Segmentation. BitcoinHeist: Topological Data Analysis for Ransomware Detection on the Bitcoin Blockchain. Learning to Advertise for Organic Traffic Maximization in E-Commerce Product Feeds. A Study on Agreement in PICO Span Annotation …
Paper Group ANR 1298

Paper Group ANR 1298

January 27, 2020

Uncertainty Based Detection and Relabeling of Noisy Image Labels. Improving Sequence-to-Sequence Learning via Optimal Transport. On the Robustness of Human Pose Estimation. Hamiltonian Generative Networks. Interpreting Verbal Irony: Linguistic Strategies and the Connection to the Type of Semantic Incongruity. Vector Field Neural Networks. Conceptor …
Paper Group ANR 1299

Paper Group ANR 1299

January 27, 2020

Convex Set Disjointness, Distributed Learning of Halfspaces, and LP Feasibility. The Global Convergence Analysis of the Bat Algorithm Using a Markovian Framework and Dynamical System Theory. Unsupervised Recalibration. PINFER: Privacy-Preserving Inference for Machine Learning. Adversarial Learning with Multiscale Features and Kernel Factorization f …
Paper Group ANR 1300

Paper Group ANR 1300

January 27, 2020

G-TAD: Sub-Graph Localization for Temporal Action Detection. A Mobile Cloud Collaboration Fall Detection System Based on Ensemble Learning. A Co-analysis Framework for Exploring Multivariate Scientific Data. Topological Navigation Graph. Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters. An End-to-End Solution for Effec …
Paper Group ANR 1301

Paper Group ANR 1301

January 27, 2020

Towards Making Deep Transfer Learning Never Hurt. Hypergraph Partitioning With Embeddings. Unsupervised Adversarial Image Inpainting. Kernel and Rich Regimes in Overparametrized Models. Real-Time Quality Assessment of Pediatric MRI via Semi-Supervised Deep Nonlocal Residual Neural Networks. Recurrent Instance Segmentation using Sequences of Referri …
Paper Group ANR 1302

Paper Group ANR 1302

January 27, 2020

Quantum Unsupervised and Supervised Learning on Superconducting Processors. Offensive Language Analysis using Deep Learning Architecture. Conversational Contextual Bandit: Algorithm and Application. Detecting Patterns of Physiological Response to Hemodynamic Stress via Unsupervised Deep Learning. REMAP: Multi-layer entropy-guided pooling of dense C …
Paper Group ANR 1303

Paper Group ANR 1303

January 27, 2020

Blockwise Based Detection of Local Defects. Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections. Deep Optimization model for Screen Content Image Quality Assessment using Neural Networks. Semi-Supervised Exploration in Image Retrieval. Deep Learning for Hybrid 5G Services in Mobile Edge Computing Systems: Learn fr …
Paper Group ANR 1304

Paper Group ANR 1304

January 27, 2020

A Curated Image Parameter Dataset from Solar Dynamics Observatory Mission. Object Recognition under Multifarious Conditions: A Reliability Analysis and A Feature Similarity-based Performance Estimation. Exploring 3 R’s of Long-term Tracking: Re-detection, Recovery and Reliability. A Semi-Automated Usability Evaluation Framework for Interactive Imag …
Paper Group ANR 1305

Paper Group ANR 1305

January 27, 2020

Power Weighted Shortest Paths for Clustering Euclidean Data. Cyclic Functional Mapping: Self-supervised correspondence between non-isometric deformable shapes. Deep Reinforcement Learning for Online Advertising in Recommender Systems. Using Restart Heuristics to Improve Agent Performance in Angry Birds. Flash X-ray diffraction imaging in 3D: a prop …
Paper Group ANR 1306

Paper Group ANR 1306

January 27, 2020

An Interactive Musical Prediction System with Mixture Density Recurrent Neural Networks. ICDAR 2019 Competition on Large-scale Street View Text with Partial Labeling – RRC-LSVT. A Unified Point-Based Framework for 3D Segmentation. Neural Machine Translation with Recurrent Highway Networks. Transfer Learning with Sparse Associative Memories. Toward …