[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 794
October 17, 2019

Paper Group ANR 794

PiCANet: Pixel-wise Contextual Attention Learning for Accurate Saliency Detection. On Strengthening the Logic of Iterated Belief Revision: Proper Ordinal Interval Operators. Predicting Electric Vehicle Charging Station Usage: Using Machine Learning to Estimate Individual Station Statistics from Physical Configurations of Charging Station Networks. …

Paper Group ANR 795

Paper Group ANR 795

October 17, 2019

Estimating Small Differences in Car-Pose from Orbits. Mixed-Resolution Image Representation and Compression with Convolutional Neural Networks. Multitask Painting Categorization by Deep Multibranch Neural Network. DeepSIC: Deep Semantic Image Compression. Slice Sampling Particle Belief Propagation. Leveraging Adiabatic Quantum Computation for Elect …
Paper Group ANR 796

Paper Group ANR 796

October 17, 2019

Deep Learning Predicts Hip Fracture using Confounding Patient and Healthcare Variables. Saliency Supervision: An Intuitive and Effective Approach for Pain Intensity Regression. Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery. Deep Learning with Long Short-Term Memory for Time Series Prediction. Guiding Intelligent Survei …
Paper Group ANR 797

Paper Group ANR 797

October 17, 2019

Deep Predictive Coding Network for Object Recognition. An Experimental Evaluation of Covariates Effects on Unconstrained Face Verification. LUCSS: Language-based User-customized Colourization of Scene Sketches. Automatic Processing and Solar Cell Detection in Photovoltaic Electroluminescence Images. Augmenting Recurrent Neural Networks with High-Or …
Paper Group ANR 798

Paper Group ANR 798

October 17, 2019

Reasoning over RDF Knowledge Bases using Deep Learning. Multilingual and Unsupervised Subword Modeling for Zero-Resource Languages. A Global Information Based Adaptive Threshold for Grouping Large Scale Global Optimization Problems. Neural Inverse Rendering for General Reflectance Photometric Stereo. DropPruning for Model Compression. Personality f …
Paper Group ANR 799

Paper Group ANR 799

October 17, 2019

Coupled dictionary learning for unsupervised change detection between multi-sensor remote sensing images. LMKL-Net: A Fast Localized Multiple Kernel Learning Solver via Deep Neural Networks. State Gradients for RNN Memory Analysis. Modeling of Facial Aging and Kinship: A Survey. Building Ethically Bounded AI. ForensicTransfer: Weakly-supervised Dom …
Paper Group ANR 800

Paper Group ANR 800

October 17, 2019

Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation. Convolutional Neural Networks for the segmentation of microcalcification in Mammography Imaging. Multi-Layer Sparse Coding: The Holistic Way. Single-Perspective Warps in Natural Image Stitching. Backdoor Embedding in Convolutional Neural Network Models via Invisib …
Paper Group ANR 801

Paper Group ANR 801

October 17, 2019

StackNet: Stacking Parameters for Continual learning. An Incremental Construction of Deep Neuro Fuzzy System for Continual Learning of Non-stationary Data Streams. From biological vision to unsupervised hierarchical sparse coding. On Catastrophic Forgetting and Mode Collapse in Generative Adversarial Networks. Pose Estimation for Non-Cooperative Sp …
Paper Group ANR 802

Paper Group ANR 802

October 17, 2019

Exploring Neural Methods for Parsing Discourse Representation Structures. Fixation properties of multiple cooperator configurations on regular graphs. Optimal Neural Network Feature Selection for Spatial-Temporal Forecasting. Syllabification by Phone Categorization. 3D Shape Perception from Monocular Vision, Touch, and Shape Priors. Analysing Symbo …
Paper Group ANR 803

Paper Group ANR 803

October 17, 2019

Action and intention recognition of pedestrians in urban traffic. Bidirectional Attentional Encoder-Decoder Model and Bidirectional Beam Search for Abstractive Summarization. Sparse DNNs with Improved Adversarial Robustness. Optimizing over a Restricted Policy Class in Markov Decision Processes. Cluster Size Management in Multi-Stage Agglomerative …
Paper Group ANR 804

Paper Group ANR 804

October 17, 2019

It was the training data pruning too!. Using Autoencoders To Learn Interesting Features For Detecting Surveillance Aircraft. Real-time Faulted Line Localization and PMU Placement in Power Systems through Convolutional Neural Networks. The Role of Conditional Independence in the Evolution of Intelligent Systems. Measuring the Temporal Behavior of Re …
Paper Group ANR 805

Paper Group ANR 805

October 17, 2019

2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning. Multi-optional Many-sorted Past Present Future structures and its description. A Method for Analysis of Patient Speech in Dialogue for Dementia Detection. Automatic Documentation of ICD Codes with Far-Field Speech Recognition. Unsupervised Machine Learning Based on Non-Nega …
Paper Group ANR 806

Paper Group ANR 806

October 17, 2019

Using Convolutional Neural Networks for Determining Reticulocyte Percentage in Cats. Scalable inference for crossed random effects models. Maximum Likelihood Estimation and Graph Matching in Errorfully Observed Networks. Network Features Based Co-hyponymy Detection. Kernel Conjugate Gradient Methods with Random Projections. Deep Interactive Evoluti …
Paper Group ANR 807

Paper Group ANR 807

October 17, 2019

Exponential Discriminative Metric Embedding in Deep Learning. Focus On What’s Important: Self-Attention Model for Human Pose Estimation. Direct Network Transfer: Transfer Learning of Sentence Embeddings for Semantic Similarity. Human-Interactive Subgoal Supervision for Efficient Inverse Reinforcement Learning. Rediscovering Deep Neural Networks Thr …
Paper Group ANR 808

Paper Group ANR 808

October 17, 2019

Visualization Framework for Colonoscopy Videos. Hybrid Self-Attention Network for Machine Translation. Crowd Sourcing based Active Learning Approach for Parking Sign Recognition. Efficient random graph matching via degree profiles. 3D Path Planning from a Single 2D Fluoroscopic Image for Robot Assisted Fenestrated Endovascular Aortic Repair. Double …
Paper Group ANR 809

Paper Group ANR 809

October 17, 2019

Towards Accurate and High-Speed Spiking Neuromorphic Systems with Data Quantization-Aware Deep Networks. On The Chain Rule Optimal Transport Distance. Disunited Nations? A Multiplex Network Approach to Detecting Preference Affinity Blocs using Texts and Votes. On Rational Entailment for Propositional Typicality Logic. Identification of multi-scale …
Paper Group ANR 810

Paper Group ANR 810

October 17, 2019

Cavity Filling: Pseudo-Feature Generation for Multi-Class Imbalanced Data Problems in Deep Learning. Subsurface structure analysis using computational interpretation and learning: A visual signal processing perspective. A Multimodal Approach to Predict Social Media Popularity. Did you take the pill? - Detecting Personal Intake of Medicine from Twit …
Paper Group ANR 811

Paper Group ANR 811

October 17, 2019

Unsupervised monocular stereo matching. SynonymNet: Multi-context Bilateral Matching for Entity Synonyms. SuperDepth: Self-Supervised, Super-Resolved Monocular Depth Estimation. Adaptive Stochastic Gradient Langevin Dynamics: Taming Convergence and Saddle Point Escape Time. A Tale of Three Probabilistic Families: Discriminative, Descriptive and Gen …
Paper Group ANR 812

Paper Group ANR 812

October 17, 2019

Deriving Neural Network Architectures using Precision Learning: Parallel-to-fan beam Conversion. Learning to Infer the Depth Map of a Hand from its Color Image. Towards improved lossy image compression: Human image reconstruction with public-domain images. Fingertip Detection and Tracking for Recognition of Air-Writing in Videos. Detecting Adversar …
Paper Group ANR 813

Paper Group ANR 813

October 17, 2019

Clustering of Data with Missing Entries. Improving latent variable descriptiveness with AutoGen. Knowledge-based Word Sense Disambiguation using Topic Models. Quaternion Convolutional Neural Networks for Detection and Localization of 3D Sound Events. Robust Compressive Phase Retrieval via Deep Generative Priors. End-to-End Polyphonic Sound Event De …
Paper Group ANR 814

Paper Group ANR 814

October 17, 2019

Agent cognition through micro-simulations: Adaptive and tunable intelligence with NetLogo LevelSpace. Learning Confidence Sets using Support Vector Machines. Energy Efficient Hardware for On-Device CNN Inference via Transfer Learning. Self-organizing maps and generalization: an algorithmic description of Numerosity and Variability Effects. Eliminat …
Paper Group ANR 815

Paper Group ANR 815

October 17, 2019

Nonparametric Stochastic Compositional Gradient Descent for Q-Learning in Continuous Markov Decision Problems. Switching Isotropic and Directional Exploration with Parameter Space Noise in Deep Reinforcement Learning. Identifying Land Patterns from Satellite Imagery in Amazon Rainforest using Deep Learning. The Entropy of Artificial Intelligence an …
Paper Group ANR 816

Paper Group ANR 816

October 17, 2019

Discovering and Removing Exogenous State Variables and Rewards for Reinforcement Learning. Distributionally Robust Inverse Covariance Estimation: The Wasserstein Shrinkage Estimator. Confidence Estimation and Deletion Prediction Using Bidirectional Recurrent Neural Networks. SAAGs: Biased Stochastic Variance Reduction Methods for Large-scale Learni …
Paper Group ANR 817

Paper Group ANR 817

October 17, 2019

Supervised classification of Dermatological diseases by Deep learning. RULLS: Randomized Union of Locally Linear Subspaces for Feature Engineering. Object Ordering with Bidirectional Matchings for Visual Reasoning. 3D PersonVLAD: Learning Deep Global Representations for Video-based Person Re-identification. EgoReID Dataset: Person Re-identification …
Paper Group ANR 818

Paper Group ANR 818

October 17, 2019

Hyperspectral Unmixing Based on Clustered Multitask Networks. Tell Me Why Is It So? Explaining Knowledge Graph Relationships by Finding Descriptive Support Passages. RGB-D SLAM in Dynamic Environments Using Points Correlations. High frame-rate cardiac ultrasound imaging with deep learning. A Survey of Modern Object Detection Literature using Deep L …
Paper Group ANR 819

Paper Group ANR 819

October 17, 2019

Learning a Saliency Evaluation Metric Using Crowdsourced Perceptual Judgments. Video-based Person Re-identification via 3D Convolutional Networks and Non-local Attention. The challenge of realistic music generation: modelling raw audio at scale. Subspace Estimation from Incomplete Observations: A High-Dimensional Analysis. Learning non-Gaussian Tim …
Paper Group ANR 820

Paper Group ANR 820

October 17, 2019

Building robust prediction models for defective sensor data using Artificial Neural Networks. News-based forecasts of macroeconomic indicators: A semantic path model for interpretable predictions. Evaluation of Neural Networks for Image Recognition Applications: Designing a 0-1 MILP Model of a CNN to create adversarials. RELF: Robust Regression Ext …
Paper Group ANR 821

Paper Group ANR 821

October 17, 2019

Lifelong Path Planning with Kinematic Constraints for Multi-Agent Pickup and Delivery. Distributionally Robust Semi-Supervised Learning for People-Centric Sensing. Sketching for Latent Dirichlet-Categorical Models. HANDS18: Methods, Techniques and Applications for Hand Observation. Human-Machine Interface for Remote Training of Robot Tasks. Debuggi …