[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 234
October 19, 2019

Paper Group ANR 234

Role of Class-specific Features in Various Classification Frameworks for Human Epithelial (HEp-2) Cell Images. FashionNet: Personalized Outfit Recommendation with Deep Neural Network. Inference Trees: Adaptive Inference with Exploration. Robust and Scalable Models of Microbiome Dynamics. Prototype Discovery using Quality-Diversity. Nested multi-ins …

Paper Group ANR 235

Paper Group ANR 235

October 19, 2019

A neuro-inspired architecture for unsupervised continual learning based on online clustering and hierarchical predictive coding. Integrating Multiplicative Features into Supervised Distributional Methods for Lexical Entailment. A multi-level convolutional LSTM model for the segmentation of left ventricle myocardium in infarcted porcine cine MR imag …
Paper Group ANR 236

Paper Group ANR 236

October 19, 2019

Preparing for the Unexpected: Diversity Improves Planning Resilience in Evolutionary Algorithms. How does the AI understand what’s going on. Cascaded multi-scale and multi-dimension convolutional neural network for stereo matching. Events Beyond ACE: Curated Training for Events. onlineSPARC: a Programming Environment for Answer Set Programming. Joi …
Paper Group ANR 237

Paper Group ANR 237

October 19, 2019

Maximum-Entropy Fine-Grained Classification. Social Media Would Not Lie: Prediction of the 2016 Taiwan Election via Online Heterogeneous Data. Direct Prediction of Cardiovascular Mortality from Low-dose Chest CT using Deep Learning. Super learning in the SAS system. Generalization Bounds for Vicinal Risk Minimization Principle. A Computational Meth …
Paper Group ANR 238

Paper Group ANR 238

October 19, 2019

Learning to Estimate 3D Human Pose and Shape from a Single Color Image. Nonlocality-Reinforced Convolutional Neural Networks for Image Denoising. NICE: Noise Injection and Clamping Estimation for Neural Network Quantization. Organizing Experience: A Deeper Look at Replay Mechanisms for Sample-based Planning in Continuous State Domains. A Comparison …
Paper Group ANR 239

Paper Group ANR 239

October 19, 2019

Persian Vowel recognition with MFCC and ANN on PCVC speech dataset. Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies. Synthetic Patient Generation: A Deep Learning Approach Using Variational Autoencoders. Convergent Actor-Critic Algorithms Under Off-Policy Training and Function Approxima …
Paper Group ANR 240

Paper Group ANR 240

October 19, 2019

On-demand Relational Concept Analysis. Depth Reconstruction of Translucent Objects from a Single Time-of-Flight Camera using Deep Residual Networks. Clustering - What Both Theoreticians and Practitioners are Doing Wrong. Sample Compression for Real-Valued Learners. Evaluating Syntactic Properties of Seq2seq Output with a Broad Coverage HPSG: A Case …
Paper Group ANR 241

Paper Group ANR 241

October 19, 2019

Super-Resolution for Hyperspectral and Multispectral Image Fusion Accounting for Seasonal Spectral Variability. GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking. Approach for Semi-automatic Construction of Anti-infective Drug Ontology Based on Entity Linking. An FPGA Implementation of a Time Delay Reservoir Using S …
Paper Group ANR 242

Paper Group ANR 242

October 19, 2019

Classifying Object Manipulation Actions based on Grasp-types and Motion-Constraints. A Constrained Coupled Matrix-Tensor Factorization for Learning Time-evolving and Emerging Topics. MOBIUS: Model-Oblivious Binarized Neural Networks. Learning to See the Invisible: End-to-End Trainable Amodal Instance Segmentation. Auto-Encoding Scene Graphs for Ima …
Paper Group ANR 243

Paper Group ANR 243

October 19, 2019

YouTube for Patient Education: A Deep Learning Approach for Understanding Medical Knowledge from User-Generated Videos. Counterfactual equivalence for POMDPs, and underlying deterministic environments. MIWAE: Deep Generative Modelling and Imputation of Incomplete Data. A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scal …
Paper Group ANR 244

Paper Group ANR 244

October 19, 2019

Counting Complexity for Reasoning in Abstract Argumentation. Non-invasive measuring method of skin temperature based on skin sensitivity index and deep learning. Nonlinear integro-differential operator regression with neural networks. Automatic Diagnosis of Short-Duration 12-Lead ECG using a Deep Convolutional Network. A Multi-channel Network with …
Paper Group ANR 245

Paper Group ANR 245

October 19, 2019

State Distribution-aware Sampling for Deep Q-learning. Deep learning for dehazing: Comparison and analysis. On Attention Models for Human Activity Recognition. The MeMAD Submission to the IWSLT 2018 Speech Translation Task. Learning and Querying Fast Generative Models for Reinforcement Learning. Investigating Linguistic Pattern Ordering in Hierarch …
Paper Group ANR 246

Paper Group ANR 246

October 19, 2019

Causal Inference with Noisy and Missing Covariates via Matrix Factorization. Combinatorial framework for planning in geological exploration. CNN-based Landmark Detection in Cardiac CTA Scans. LSD$_2$ - Joint Denoising and Deblurring of Short and Long Exposure Images with Convolutional Neural Networks. Entity-aware Image Caption Generation. Explicit …
Paper Group ANR 247

Paper Group ANR 247

October 19, 2019

Quantifying Human Behavior on the Block Design Test Through Automated Multi-Level Analysis of Overhead Video. Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models. Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks. Semantically-aware population health risk analys …
Paper Group ANR 248

Paper Group ANR 248

October 19, 2019

Logical Explanations for Deep Relational Machines Using Relevance Information. Anytime Neural Prediction via Slicing Networks Vertically. Sounding Board: A User-Centric and Content-Driven Social Chatbot. Cylindrical Transform: 3D Semantic Segmentation of Kidneys With Limited Annotated Images. Looking Deeper into Deep Learning Model: Attribution-bas …
Paper Group ANR 249

Paper Group ANR 249

October 19, 2019

GritNet: Student Performance Prediction with Deep Learning. ICPRAI 2018 SI: On dynamic ensemble selection and data preprocessing for multi-class imbalance learning. XOR_p A maximally intertwined p-classes problem used as a benchmark with built-in truth for neural networks gradient descent optimization. On Deep Domain Adaptation: Some Theoretical Un …
Paper Group ANR 250

Paper Group ANR 250

October 19, 2019

Building robust classifiers through generation of confident out of distribution examples. Estimating Rationally Inattentive Utility Functions with Deep Clustering for Framing - Applications in YouTube Engagement Dynamics. Iterative Potts minimization for the recovery of signals with discontinuities from indirect measurements – the multivariate cas …
Paper Group ANR 251

Paper Group ANR 251

October 19, 2019

Distributed Wildfire Surveillance with Autonomous Aircraft using Deep Reinforcement Learning. A First Experiment on Including Text Literals in KGloVe. Playing 20 Question Game with Policy-Based Reinforcement Learning. Analysis of Fast Alternating Minimization for Structured Dictionary Learning. A survey on Deep Learning Advances on Different 3D Dat …
Paper Group ANR 252

Paper Group ANR 252

October 19, 2019

A Performance Evaluation of Convolutional Neural Networks for Face Anti Spoofing. Optimal Convergence for Distributed Learning with Stochastic Gradient Methods and Spectral Algorithms. Tracking Multiple Moving Objects Using Unscented Kalman Filtering Techniques. Superensemble Classifier for Improving Predictions in Imbalanced Datasets. Multi-Taskin …
Paper Group ANR 253

Paper Group ANR 253

October 19, 2019

Multinomial Logit Bandit with Linear Utility Functions. Deep Nonlinear Non-Gaussian Filtering for Dynamical Systems. Model-based Approximate Query Processing. Saliency for Fine-grained Object Recognition in Domains with Scarce Training Data. Inferring Routing Preferences of Bicyclists from Sparse Sets of Trajectories. airpred: A Flexible R Package …
Paper Group ANR 254

Paper Group ANR 254

October 19, 2019

Secure Mobile Edge Computing in IoT via Collaborative Online Learning. Analysis of spectral clustering algorithms for community detection: the general bipartite setting. Learning from Past Mistakes: Improving Automatic Speech Recognition Output via Noisy-Clean Phrase Context Modeling. On semi-supervised learning. ANS: Adaptive Network Scaling for D …
Paper Group ANR 255

Paper Group ANR 255

October 19, 2019

Unsupervised Phase Mapping of X-ray Diffraction Data by Nonnegative Matrix Factorization Integrated with Custom Clustering. Identifying The Most Informative Features Using A Structurally Interacting Elastic Net. Robustness via Deep Low-Rank Representations. Behavior Trees as a Representation for Medical Procedures. Facilitating the Manual Annotatio …
Paper Group ANR 256

Paper Group ANR 256

October 19, 2019

Hierarchical Macro Strategy Model for MOBA Game AI. Reinforcement Learning in Topology-based Representation for Human Body Movement with Whole Arm Manipulation. GEN Model: An Alternative Approach to Deep Neural Network Models. Optical Font Recognition in Smartphone-Captured Images, and its Applicability for ID Forgery Detection. A Method Based on C …
Paper Group ANR 257

Paper Group ANR 257

October 19, 2019

Window detection in aerial texture images of the Berlin 3D CityGML Model. Reachability-based safe learning for optimal control problem. Automatic Assessment of Artistic Quality of Photos. Grounding Perception: A Developmental Approach to Sensorimotor Contingencies. A simple probabilistic deep generative model for learning generalizable disentangled …
Paper Group ANR 258

Paper Group ANR 258

October 19, 2019

PAC-Reasoning in Relational Domains. A Framework for the construction of upper bounds on the number of affine linear regions of ReLU feed-forward neural networks. Engineering Cooperative Smart Things based on Embodied Cognition. Dealing with sequences in the RGBDT space. Marginal Weighted Maximum Log-likelihood for Efficient Learning of Perturb-and …
Paper Group ANR 259

Paper Group ANR 259

October 19, 2019

A Dense-Depth Representation for VLAD descriptors in Content-Based Image Retrieval. Towards Practical Visual Search Engine within Elasticsearch. Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships. Online Embedding Compression for Text Classification using Low Rank Matrix Factorization. Semantic proj …
Paper Group ANR 260

Paper Group ANR 260

October 19, 2019

Contrastive Explanation: A Structural-Model Approach. DeepDrum: An Adaptive Conditional Neural Network. ICADx: Interpretable computer aided diagnosis of breast masses. Learning Tensor Latent Features. Sparse Stochastic Zeroth-Order Optimization with an Application to Bandit Structured Prediction. Deep Learning for Digital Text Analytics: Sentiment …
Paper Group ANR 261

Paper Group ANR 261

October 19, 2019

Generating Multiple Diverse Responses for Short-Text Conversation. Algorithms for Destructive Shift Bribery. Optimal arrangements of hyperplanes for multiclass classification. Unsupervised Video Object Segmentation using Motion Saliency-Guided Spatio-Temporal Propagation. Piecewise Convex Function Estimation and Model Selection. Crowd Counting by A …