[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 245
July 28, 2019

Paper Group ANR 245

Interpretable Apprenticeship Learning with Temporal Logic Specifications. Binarsity: a penalization for one-hot encoded features in linear supervised learning. A Learning-Based Approach for Lane Departure Warning Systems with a Personalized Driver Model. Fast Model Identification via Physics Engines for Data-Efficient Policy Search. Introspection: …

Paper Group ANR 246

Paper Group ANR 246

July 28, 2019

On Noisy Negative Curvature Descent: Competing with Gradient Descent for Faster Non-convex Optimization. A general unified framework for interval pairwise comparison matrices. Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results. Deriving Compact Laws Based on Algebraic Formulation of a Data Set. Multi-Task Learning Us …
Paper Group ANR 247

Paper Group ANR 247

July 28, 2019

Robust Associative Memories Naturally Occuring From Recurrent Hebbian Networks Under Noise. When Not to Classify: Anomaly Detection of Attacks (ADA) on DNN Classifiers at Test Time. Toward a new approach for massive LiDAR data processing. Graph Neural Networks and Boolean Satisfiability. Robotic Tactile Perception of Object Properties: A Review. A …
Paper Group ANR 248

Paper Group ANR 248

July 28, 2019

Multi-Level Discovery of Deep Options. LightNN: Filling the Gap between Conventional Deep Neural Networks and Binarized Networks. Making up for the deficit in a marathon run. Language Design as Information Renormalization. Unsupervised temporal context learning using convolutional neural networks for laparoscopic workflow analysis. Testing Piecewis …
Paper Group ANR 249

Paper Group ANR 249

July 28, 2019

Combining Weakly and Webly Supervised Learning for Classifying Food Images. A Framework for Enriching Lexical Semantic Resources with Distributional Semantics. On Loss Functions for Deep Neural Networks in Classification. Predictive modeling of die filling of the pharmaceutical granules using the flexible neural tree. Cheshire: An Online Algorithm …
Paper Group ANR 250

Paper Group ANR 250

July 28, 2019

Single-Pass, Adaptive Natural Language Filtering: Measuring Value in User Generated Comments on Large-Scale, Social Media News Forums. Minimax Estimation of Bandable Precision Matrices. Reconstruction-Based Disentanglement for Pose-invariant Face Recognition. Fair Forests: Regularized Tree Induction to Minimize Model Bias. A Multi-Objective Learnin …
Paper Group ANR 251

Paper Group ANR 251

July 28, 2019

Expectation Propagation for t-Exponential Family Using Q-Algebra. $α$-Variational Inference with Statistical Guarantees. Deep Learning Based Cryptographic Primitive Classification. Highly curved image sensors: a practical approach for improved optical performance. Hierarchical Gated Recurrent Neural Tensor Network for Answer Triggering. Evolving im …
Paper Group ANR 252

Paper Group ANR 252

July 28, 2019

Maximum Selection and Ranking under Noisy Comparisons. DeepBrain: Functional Representation of Neural In-Situ Hybridization Images for Gene Ontology Classification Using Deep Convolutional Autoencoders. SeeThrough: Finding Chairs in Heavily Occluded Indoor Scene Images. Deeply-Supervised CNN for Prostate Segmentation. Evaluation of PPG Biometrics f …
Paper Group ANR 253

Paper Group ANR 253

July 28, 2019

Token-based Function Computation with Memory. Deep Ranking Model by Large Adaptive Margin Learning for Person Re-identification. Finite-sample risk bounds for maximum likelihood estimation with arbitrary penalties. Hybrid Conditional Planning using Answer Set Programming. Scientific document summarization via citation contextualization and scientif …
Paper Group ANR 254

Paper Group ANR 254

July 28, 2019

Transfer Regression via Pairwise Similarity Regularization. Phase recovery and holographic image reconstruction using deep learning in neural networks. Light Field Segmentation From Super-pixel Graph Representation. Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation. Online Forecasting Matrix Factorization. Penalizing Unf …
Paper Group ANR 255

Paper Group ANR 255

July 28, 2019

Gated Recurrent Neural Tensor Network. Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis. A Generalised Directional Laplacian Distribution: Estimation, Mixture Models and Audio Source Separation. A New 3D Segmentation Methodology for Lumbar Vertebral Bodies for the Measurement of BMD and Geometry. Mathema …
Paper Group ANR 256

Paper Group ANR 256

July 28, 2019

From First-Order Logic to Assertional Logic. Catching Anomalous Distributed Photovoltaics: An Edge-based Multi-modal Anomaly Detection. Linear Additive Markov Processes. Neural Network Multitask Learning for Traffic Flow Forecasting. Forecasting using incomplete models. Production Ready Chatbots: Generate if not Retrieve. Counterexample Guided Indu …
Paper Group ANR 257

Paper Group ANR 257

July 28, 2019

Towards Large-Pose Face Frontalization in the Wild. Modeling Semantic Expectation: Using Script Knowledge for Referent Prediction. Higher-Order Minimum Cost Lifted Multicuts for Motion Segmentation. Predicting Rich Drug-Drug Interactions via Biomedical Knowledge Graphs and Text Jointly Embedding. Persistent-homology-based gait recognition. Using RD …
Paper Group ANR 258

Paper Group ANR 258

July 28, 2019

IQN: An Incremental Quasi-Newton Method with Local Superlinear Convergence Rate. A clustering approach to heterogeneous change detection. GapTV: Accurate and Interpretable Low-Dimensional Regression and Classification. SORT: Second-Order Response Transform for Visual Recognition. How Intelligent is your Intelligent Robot?. Plug-and-Play Unplugged: …
Paper Group ANR 259

Paper Group ANR 259

July 28, 2019

Horn-ICE Learning for Synthesizing Invariants and Contracts. Just ASK: Building an Architecture for Extensible Self-Service Spoken Language Understanding. A DIKW Paradigm to Cognitive Engineering. Passive Classification of Source Printer using Text-line-level Geometric Distortion Signatures from Scanned Images of Printed Documents. TripletGAN: Trai …
Paper Group ANR 260

Paper Group ANR 260

July 28, 2019

Analysis of Dropout in Online Learning. Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution. On Compiling DNNFs without Determinism. Improved Support Recovery Guarantees for the Group Lasso With Applications to Structural Health Monitoring. An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comp …
Paper Group ANR 261

Paper Group ANR 261

July 28, 2019

Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction. Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos. Konzept für Bildanalysen in Hochdurchsatz-Systemen am Beispiel des Zebrabärblings. Scaling Binarized Neural Networks on Reconfigurable Logic. Recurrent …
Paper Group ANR 262

Paper Group ANR 262

July 28, 2019

Simulating Structure-from-Motion. Effect of Super Resolution on High Dimensional Features for Unsupervised Face Recognition in the Wild. Face Alignment with Cascaded Semi-Parametric Deep Greedy Neural Forests. Neural Networks for Text Correction and Completion in Keyboard Decoding. Biometrics-as-a-Service: A Framework to Promote Innovative Biometri …
Paper Group ANR 263

Paper Group ANR 263

July 28, 2019

Manifold Regularized Slow Feature Analysis for Dynamic Texture Recognition. A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units. PVEs: Position-Velocity Encoders for Unsupervised Learning of Structured State Representations. A Sequential Model for Classifying Temporal Relations between Intra-Sentence Event …
Paper Group ANR 264

Paper Group ANR 264

July 28, 2019

Learning Concept Embeddings for Efficient Bag-of-Concepts Densification. End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks. General AI Challenge - Round One: Gradual Learning. Modeling Latent Attention Within Neural Networks. A Robust Multi-Batch L-BFGS Method for Machine Learn …
Paper Group ANR 265

Paper Group ANR 265

July 28, 2019

The Use of Autoencoders for Discovering Patient Phenotypes. On the Generalized Essential Matrix Correction: An efficient solution to the problem and its applications. D-SLATS: Distributed Simultaneous Localization and Time Synchronization. Modeling The Intensity Function Of Point Process Via Recurrent Neural Networks. Reduction of Overfitting in Di …
Paper Group ANR 266

Paper Group ANR 266

July 28, 2019

People, Penguins and Petri Dishes: Adapting Object Counting Models To New Visual Domains And Object Types Without Forgetting. Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality. Visual to Sound: Generating Natural Sound for Videos in the Wild. Reverse Classification Accuracy: Predicting Segmentation Performa …
Paper Group ANR 267

Paper Group ANR 267

July 28, 2019

Quantum Memristors in Quantum Photonics. Learning a Mixture of Deep Networks for Single Image Super-Resolution. Interpretable & Explorable Approximations of Black Box Models. Multiple-Kernel Based Vehicle Tracking Using 3D Deformable Model and Camera Self-Calibration. AI Oriented Large-Scale Video Management for Smart City: Technologies, Standards …
Paper Group ANR 268

Paper Group ANR 268

July 28, 2019

Zone-based Keyword Spotting in Bangla and Devanagari Documents. Authorship Analysis of Xenophon’s Cyropaedia. Answer Set Programming for Non-Stationary Markov Decision Processes. Organic Computing in the Spotlight. On the Global-Local Dichotomy in Sparsity Modeling. Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models. T …
Paper Group ANR 269

Paper Group ANR 269

July 28, 2019

Learning Belief Network Structure From Data under Causal Insufficiency. Neural network identification of people hidden from view with a single-pixel, single-photon detector. Classification of Major Depressive Disorder via Multi-Site Weighted LASSO Model. Octopus: A Framework for Cost-Quality-Time Optimization in Crowdsourcing. Value Directed Explor …
Paper Group ANR 270

Paper Group ANR 270

July 28, 2019

A Survey of Calibration Methods for Optical See-Through Head-Mounted Displays. Linking Tweets with Monolingual and Cross-Lingual News using Transformed Word Embeddings. Automatic Estimation of Fetal Abdominal Circumference from Ultrasound Images. Adaptive Regularization of Some Inverse Problems in Image Analysis. Subset Selection for Multiple Linea …
Paper Group ANR 271

Paper Group ANR 271

July 28, 2019

Graph Distillation for Action Detection with Privileged Modalities. Auto-context Convolutional Neural Network (Auto-Net) for Brain Extraction in Magnetic Resonance Imaging. AWE-CM Vectors: Augmenting Word Embeddings with a Clinical Metathesaurus. Action Classification and Highlighting in Videos. Lexical-semantic resources: yet powerful resources fo …
Paper Group ANR 272

Paper Group ANR 272

July 28, 2019

Learning to Parse and Translate Improves Neural Machine Translation. Capturing natural-colour 3D models of insects for species discovery. The Algorithmic Inflection of Russian and Generation of Grammatically Correct Text. Variational Adaptive-Newton Method for Explorative Learning. Active Self-Paced Learning for Cost-Effective and Progressive Face …