[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 598
October 18, 2019

Paper Group ANR 598

Positive-Unlabeled Classification under Class Prior Shift and Asymmetric Error. Anticipating epileptic seizures through the analysis of EEG synchronization as a data classification problem. Evolutionary optimisation of neural network models for fish collective behaviours in mixed groups of robots and zebrafish. Word2Vec and Doc2Vec in Unsupervised …

Paper Group ANR 599

Paper Group ANR 599

October 18, 2019

Learning Image Conditioned Label Space for Multilabel Classification. Aff2Vec: Affect–Enriched Distributional Word Representations. Radiative Transport Based Flame Volume Reconstruction from Videos. Review Helpfulness Assessment based on Convolutional Neural Network. New CleverHans Feature: Better Adversarial Robustness Evaluations with Attack Bun …
Paper Group ANR 600

Paper Group ANR 600

October 18, 2019

FUNN: Flexible Unsupervised Neural Network. Confidence Inference for Focused Learning in Stereo Matching. Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs. Correlation Propagation Networks for Scene Text Detection. Embedding Learning Through Multilingual Concept Induction. QADiver: Interactive Framework for Diagnosin …
Paper Group ANR 601

Paper Group ANR 601

October 18, 2019

An Anchor-Free Region Proposal Network for Faster R-CNN based Text Detection Approaches. Model-based active learning to detect isometric deformable objects in the wild with deep architectures. Reservoir Computing Universality With Stochastic Inputs. Learning Paths from Signature Tensors. Tourist Navigation in Android Smartphone by using Emotion Gen …
Paper Group ANR 602

Paper Group ANR 602

October 18, 2019

Stress Test Evaluation for Natural Language Inference. Land use mapping in the Three Gorges Reservoir Area based on semantic segmentation deep learning method. Foundations of Comparison-Based Hierarchical Clustering. Guided Graph Spectral Embedding: Application to the C. elegans Connectome. Learning Representations of Social Media Users. Mapping Un …
Paper Group ANR 603

Paper Group ANR 603

October 18, 2019

Robust Iris Segmentation Based on Fully Convolutional Networks and Generative Adversarial Networks. An elementary derivation of the Chinese restaurant process from Sethuraman’s stick-breaking process. Classification of breast cancer histology images using transfer learning. Facebook Reaction-Based Emotion Classifier as Cue for Sarcasm Detection. Gu …
Paper Group ANR 604

Paper Group ANR 604

October 18, 2019

Self-Organization and Artificial Life: A Review. A Finite Time Analysis of Temporal Difference Learning With Linear Function Approximation. Linear Independent Component Analysis over Finite Fields: Algorithms and Bounds. Color Image Enhancement Method Based on Weighted Image Guided Filtering. Stochastic Gradient Descent with Exponential Convergence …
Paper Group ANR 605

Paper Group ANR 605

October 18, 2019

Active Learning for Segmentation by Optimizing Content Information for Maximal Entropy. A Layer Decomposition-Recomposition Framework for Neuron Pruning towards Accurate Lightweight Networks. Trust Region Policy Optimization for POMDPs. Multi-View Inpainting for RGB-D Sequence. Nth Absolute Root Mean Error. On Optimizing Deep Convolutional Neural N …
Paper Group ANR 606

Paper Group ANR 606

October 18, 2019

Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition. Excessive Invariance Causes Adversarial Vulnerability. Joint Image Captioning and Question Answering. Facial Landmark Detection: a Literature Survey. Image Transformer. Compressed Dictionary Learning. A Distributed Secon …
Paper Group ANR 607

Paper Group ANR 607

October 18, 2019

Onion-Peeling Outlier Detection in 2-D data Sets. State Space Representations of Deep Neural Networks. Cognate-aware morphological segmentation for multilingual neural translation. Learning Compositional Representations for Few-Shot Recognition. Time series kernel similarities for predicting Paroxysmal Atrial Fibrillation from ECGs. Attention-based …
Paper Group ANR 608

Paper Group ANR 608

October 18, 2019

Structured and Unstructured Outlier Identification for Robust PCA: A Non iterative, Parameter free Algorithm. Simple Distances for Trajectories via Landmarks. Efficient and Scalable Batch Bayesian Optimization Using K-Means. Introducer Concepts in n-Dimensional Contexts. The Mafiascum Dataset: A Large Text Corpus for Deception Detection. Geometric …
Paper Group ANR 609

Paper Group ANR 609

October 18, 2019

Tensor-based Nonlinear Classifier for High-Order Data Analysis. Nested Reasoning About Autonomous Agents Using Probabilistic Programs. Expolring Architectures for CNN-Based Word Spotting. Grand Challenge: Real-time Destination and ETA Prediction for Maritime Traffic. Multi-channel discourse as an indicator for Bitcoin price and volume movements. Ma …
Paper Group ANR 610

Paper Group ANR 610

October 18, 2019

A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation. MatchBench: An Evaluation of Feature Matchers. An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning. Symbol Emergence in Cognitive Developmental Systems: a Survey. Tight Analyses for Non-Smooth Stochastic Gradient Descent. Folksonomic …
Paper Group ANR 611

Paper Group ANR 611

October 18, 2019

An Improved Learning Framework for Covariant Local Feature Detection. Generating Triples with Adversarial Networks for Scene Graph Construction. Comparing Generative Adversarial Network Techniques for Image Creation and Modification. How convolutional neural network see the world - A survey of convolutional neural network visualization methods. Rob …
Paper Group ANR 612

Paper Group ANR 612

October 18, 2019

GlobalTrait: Personality Alignment of Multilingual Word Embeddings. A Stronger Baseline for Multilingual Word Embeddings. Generalised framework for multi-criteria method selection. Dancing in the Dark: Private Multi-Party Machine Learning in an Untrusted Setting. Smart Surveillance as an Edge Network Service: from Harr-Cascade, SVM to a Lightweight …
Paper Group ANR 613

Paper Group ANR 613

October 18, 2019

Computer Analysis of Architecture Using Automatic Image Understanding. Sign-Full Random Projections. Fairly Allocating Many Goods with Few Queries. Deep Person Detection in 2D Range Data. Bioinformatics and Medicine in the Era of Deep Learning. Embedding-reparameterization procedure for manifold-valued latent variables in generative models. Cluster …
Paper Group ANR 614

Paper Group ANR 614

October 18, 2019

Predicting Good Configurations for GitHub and Stack Overflow Topic Models. ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction. Convolutional Attention Networks for Multimodal Emotion Recognition from Speech and Text Data. Large Scale Constrained Linear Regression Revisited: Faster Algorithms via Preconditioni …
Paper Group ANR 615

Paper Group ANR 615

October 18, 2019

Deep ChArUco: Dark ChArUco Marker Pose Estimation. q-Neurons: Neuron Activations based on Stochastic Jackson’s Derivative Operators. An Evolutionary Algorithm with Crossover and Mutation for Model-Based Clustering. Multilingual Neural Machine Translation with Task-Specific Attention. Online Learning with an Almost Perfect Expert. Matrix Recovery wi …
Paper Group ANR 616

Paper Group ANR 616

October 18, 2019

Multi-level Memory for Task Oriented Dialogs. Learning to Generate and Reconstruct 3D Meshes with only 2D Supervision. Semi-Dense 3D Reconstruction with a Stereo Event Camera. Specular-to-Diffuse Translation for Multi-View Reconstruction. Combining SLAM with muti-spectral photometric stereo for real-time dense 3D reconstruction. Boundary-guided Fea …
Paper Group ANR 617

Paper Group ANR 617

October 18, 2019

Gray-box Adversarial Training. Swarm robotics in wireless distributed protocol design for coordinating robots involved in cooperative tasks. Speaker Clustering With Neural Networks And Audio Processing. Deep learning algorithm for data-driven simulation of noisy dynamical system. The core consistency of a compressed tensor. Semi-Supervised Learning …
Paper Group ANR 618

Paper Group ANR 618

October 18, 2019

How Curiosity can be modeled for a Clickbait Detector. Towards quantitative methods to assess network generative models. Multiple Lane Detection Algorithm Based on Optimised Dense Disparity Map Estimation. Active Learning using Deep Bayesian Networks for Surgical Workflow Analysis. Block-optimized Variable Bit Rate Neural Image Compression. What Ha …
Paper Group ANR 619

Paper Group ANR 619

October 18, 2019

Deep Learning on Key Performance Indicators for Predictive Maintenance in SAP HANA. A Hybrid Distribution Feeder Long-Term Load Forecasting Method Based on Sequence Prediction. REGMAPR - Text Matching Made Easy. A Semantic Model for Historical Manuscripts. What might matter in autonomous cars adoption: first person versus third person scenarios. A …
Paper Group ANR 620

Paper Group ANR 620

October 18, 2019

Metabolize Neural Network. Dependent Gated Reading for Cloze-Style Question Answering. Table-to-Text: Describing Table Region with Natural Language. Probabilistic Class-Specific Discriminant Analysis. Object Relation Detection Based on One-shot Learning. A survey on policy search algorithms for learning robot controllers in a handful of trials. Met …
Paper Group ANR 621

Paper Group ANR 621

October 18, 2019

Fundamental limits of detection in the spiked Wigner model. Lip Reading Using Convolutional Auto Encoders as Feature Extractor. A Collaborative Approach to Angel and Venture Capital Investment Recommendations. Generating High-Quality Surface Realizations Using Data Augmentation and Factored Sequence Models. Predictive Uncertainty Estimation via Pri …
Paper Group ANR 622

Paper Group ANR 622

October 18, 2019

Differentially Private Data Generative Models. Deep Emotion: A Computational Model of Emotion Using Deep Neural Networks. Task-Relevant Object Discovery and Categorization for Playing First-person Shooter Games. A Particle Filter based Multi-Objective Optimization Algorithm: PFOPS. Iterative Low-Rank Approximation for CNN Compression. Model-based R …
Paper Group ANR 623

Paper Group ANR 623

October 18, 2019

Contextual Search via Intrinsic Volumes. Comparing Fairness Criteria Based on Social Outcome. Deep Neural Networks for Choice Analysis: Extracting Complete Economic Information for Interpretation. Learning to Classify from Impure Samples with High-Dimensional Data. Texture Deformation Based Generative Adversarial Networks for Face Editing. Deep Ste …
Paper Group ANR 624

Paper Group ANR 624

October 18, 2019

Graph Kernels based on High Order Graphlet Parsing and Hashing. Repeatability Corner Cases in Document Ranking: The Impact of Score Ties. Semi-dual Regularized Optimal Transport. Engaging Image Captioning Via Personality. Transferable Joint Attribute-Identity Deep Learning for Unsupervised Person Re-Identification. Multi-Layer Ensembling Techniques …
Paper Group ANR 625

Paper Group ANR 625

October 18, 2019

Fruit Quantity and Quality Estimation using a Robotic Vision System. Attention-based Recurrent Neural Network for Urban Vehicle Trajectory Prediction. Disturbance Grassmann Kernels for Subspace-Based Learning. Mathematics as information compression via the matching and unification of patterns. Pattern Analysis with Layered Self-Organizing Maps. SWA …