[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 1017
October 16, 2019

Paper Group ANR 1017

The Newton Scheme for Deep Learning. DeepTriage: Exploring the Effectiveness of Deep Learning for Bug Triaging. Disentangling Latent Factors of Variational Auto-Encoder with Whitening. Learning to Walk via Deep Reinforcement Learning. Style Separation and Synthesis via Generative Adversarial Networks. Two geometric input transformation methods for …

Paper Group ANR 1018

Paper Group ANR 1018

October 16, 2019

Active Testing: An Efficient and Robust Framework for Estimating Accuracy. Mix&Match - Agent Curricula for Reinforcement Learning. Inducing and Embedding Senses with Scaled Gumbel Softmax. Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning. Regularizing Deep Hashing Networks Using GA …
Paper Group ANR 1019

Paper Group ANR 1019

October 16, 2019

Studying the Effects of Deep Brain Stimulation and Medication on the Dynamics of STN-LFP Signals for Human Behavior Analysis. Staff line Removal using Generative Adversarial Networks. Recent Progress on Graph Partitioning Problems Using Evolutionary Computation. Joint Neural Entity Disambiguation with Output Space Search. English-Catalan Neural Mac …
Paper Group ANR 1020

Paper Group ANR 1020

October 16, 2019

State-Space Abstractions for Probabilistic Inference: A Systematic Review. Stochastic Variational Inference with Gradient Linearization. Efficient Metropolitan Traffic Prediction Based on Graph Recurrent Neural Network. MMLSpark: Unifying Machine Learning Ecosystems at Massive Scales. Replica Symmetry Breaking in Bipartite Spin Glasses and Neural N …
Paper Group ANR 1021

Paper Group ANR 1021

October 16, 2019

Functional Gradient Boosting based on Residual Network Perception. An Improved Deep Belief Network Model for Road Safety Analyses. A Novel Predictive-Coding-Inspired Variational RNN Model for Online Prediction and Recognition. Large-Scale Sparse Inverse Covariance Estimation via Thresholding and Max-Det Matrix Completion. Improving the Privacy and …
Paper Group ANR 1022

Paper Group ANR 1022

October 16, 2019

Segment-Based Credit Scoring Using Latent Clusters in the Variational Autoencoder. Multi-Branch Siamese Networks with Online Selection for Object Tracking. MotifNet: a motif-based Graph Convolutional Network for directed graphs. Hierarchical LSTMs with Adaptive Attention for Visual Captioning. Model-based Hand Pose Estimation for Generalized Hand S …
Paper Group ANR 1023

Paper Group ANR 1023

October 16, 2019

How to evaluate sentiment classifiers for Twitter time-ordered data?. Automatic Coding for Neonatal Jaundice From Free Text Data Using Ensemble Methods. Prototype-based Neural Network Layers: Incorporating Vector Quantization. Aggregated Learning: A Deep Learning Framework Based on Information-Bottleneck Vector Quantization. Noise-adding Methods of …
Paper Group ANR 1024

Paper Group ANR 1024

October 16, 2019

From Audio to Semantics: Approaches to end-to-end spoken language understanding. Guess who? Multilingual approach for the automated generation of author-stylized poetry. Embedding Cardinality Constraints in Neural Link Predictors. Single Image Super-Resolution via Cascaded Multi-Scale Cross Network. Recurrent Neural Networks for Long and Short-Term …
Paper Group ANR 1025

Paper Group ANR 1025

October 16, 2019

Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels. MetaBags: Bagged Meta-Decision Trees for Regression. Hierarchical Clustering with Structural Constraints. Weighted Tanimoto Coefficient for 3D Molecule Structure Similarity Measurement. More Knowledge is Better: Cross-Modality Volume Completion …
Paper Group ANR 1026

Paper Group ANR 1026

October 16, 2019

A theoretical framework for deep locally connected ReLU network. Optimizing the Trade-off between Single-Stage and Two-Stage Object Detectors using Image Difficulty Prediction. Human Indignity: From Legal AI Personhood to Selfish Memes. Density-Adaptive Kernel based Re-Ranking for Person Re-Identification. Infrared Safety of a Neural-Net Top Taggin …
Paper Group ANR 1027

Paper Group ANR 1027

October 16, 2019

EA-CG: An Approximate Second-Order Method for Training Fully-Connected Neural Networks. Regularized Fourier Ptychography using an Online Plug-and-Play Algorithm. Tractable Learning and Inference for Large-Scale Probabilistic Boolean Networks. Polygonal approximation of digital planar curve using novel significant measure. Deep Gaussian Processes wi …
Paper Group ANR 1028

Paper Group ANR 1028

October 16, 2019

Robust Deep Multi-modal Learning Based on Gated Information Fusion Network. A writer-independent approach for offline signature verification using deep convolutional neural networks features. Classification of Functioning, Disability, and Health for Children and Youth: ICF-CY Self Care (SCADI Dataset) Using Predictive Analytics. Online Bearing Rema …
Paper Group ANR 1029

Paper Group ANR 1029

October 16, 2019

The Visual Centrifuge: Model-Free Layered Video Representations. Transfer Learning of Artist Group Factors to Musical Genre Classification. Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks. GANs for Medical Image Analysis. Tensor Matched Kronecker-Structured Subspace Detection for Mis …
Paper Group ANR 1030

Paper Group ANR 1030

October 16, 2019

Learning Robust and Adaptive Real-World Continuous Control Using Simulation and Transfer Learning. More Robust Doubly Robust Off-policy Evaluation. DeepPos: Deep Supervised Autoencoder Network for CSI Based Indoor Localization. The Effectiveness of Multitask Learning for Phenotyping with Electronic Health Records Data. Finding Minimal Cost Herbrand …
Paper Group ANR 1031

Paper Group ANR 1031

October 16, 2019

Automatic 3D bi-ventricular segmentation of cardiac images by a shape-refined multi-task deep learning approach. A volumetric deep Convolutional Neural Network for simulation of mock dark matter halo catalogues. Iris and periocular recognition in arabian race horses using deep convolutional neural networks. Recommendation System based on Semantic S …
Paper Group ANR 1032

Paper Group ANR 1032

October 16, 2019

Dual Attention Matching Network for Context-Aware Feature Sequence based Person Re-Identification. Advancing System Performance with Redundancy: From Biological to Artificial Designs. A Robot to Shape your Natural Plant: The Machine Learning Approach to Model and Control Bio-Hybrid Systems. Phrase-Indexed Question Answering: A New Challenge for Sca …
Paper Group ANR 1033

Paper Group ANR 1033

October 16, 2019

Graph networks as learnable physics engines for inference and control. Development of formal models, algorithms, procedures, engineering and functioning of the software system “Instrumental complex for ontological engineering purpose”. Reasoning About Physical Interactions with Object-Oriented Prediction and Planning. DeepMood: Modeling Mobile Phon …
Paper Group ANR 1034

Paper Group ANR 1034

October 16, 2019

Pilot study for the COST Action “Reassembling the Republic of Letters”: language-driven network analysis of letters from the Hartlib’s Papers. Dimension-Robust MCMC in Bayesian Inverse Problems. Algorithms Inspired by Nature: A Survey. An Estimation and Analysis Framework for the Rasch Model. Mixed Uncertainty Sets for Robust Combinatorial Optimiza …
Paper Group ANR 1035

Paper Group ANR 1035

October 16, 2019

Deep Neural Networks Learn Non-Smooth Functions Effectively. Dynamic Assortment Optimization with Changing Contextual Information. Stable Geodesic Update on Hyperbolic Space and its Application to Poincare Embeddings. Causal Explanation Analysis on Social Media. Joint Facade Registration and Segmentation for Urban Localization. Stochastic Variance- …
Paper Group ANR 1036

Paper Group ANR 1036

October 16, 2019

Fast Object Class Labelling via Speech. Show, Attend and Translate: Unpaired Multi-Domain Image-to-Image Translation with Visual Attention. DragonPaint: Rule based bootstrapping for small data with an application to cartoon coloring. Real-Time Inference of User Types to Assist with More Inclusive Social Media Activism Campaigns. Relating Leverage S …
Paper Group ANR 1037

Paper Group ANR 1037

October 16, 2019

DeepPINK: reproducible feature selection in deep neural networks. Few-Shot Adaptation for Multimedia Semantic Indexing. Value Propagation Networks. Information Flow in Pregroup Models of Natural Language. Iterative Delegations in Liquid Democracy with Restricted Preferences. Policy Optimization with Second-Order Advantage Information. Learning Trea …
Paper Group ANR 1038

Paper Group ANR 1038

October 16, 2019

Dyna Planning using a Feature Based Generative Model. Measuring Depression Symptom Severity from Spoken Language and 3D Facial Expressions. Graph Based Semi-supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets. Brain-inspired robust delineation operator. Private Sequential Learning. Evolving Differentiable Gene Reg …
Paper Group ANR 1039

Paper Group ANR 1039

October 16, 2019

Three dimensional Deep Learning approach for remote sensing image classification. Bayesian multi-domain learning for cancer subtype discovery from next-generation sequencing count data. Block-wise Partitioning for Extreme Multi-label Classification. What Stands-in for a Missing Tool? A Prototypical Grounded Knowledge-based Approach to Tool Substitu …
Paper Group ANR 1040

Paper Group ANR 1040

October 16, 2019

DeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems. Adversarial Extreme Multi-label Classification. Loss Functions, Axioms, and Peer Review. Learning and Generalizing Motion Primitives from Driving Data for Path-Tracking Applications. WikiConv: A Corpus of the Complete Conversational History of a Large Online Collaborative Comm …
Paper Group ANR 1041

Paper Group ANR 1041

October 16, 2019

Advances of Scene Text Datasets. Learning to Recognize Discontiguous Entities. RedSync : Reducing Synchronization Traffic for Distributed Deep Learning. Selective Feature Connection Mechanism: Concatenating Multi-layer CNN Features with a Feature Selector. Robust Estimation of Causal Effects via High-Dimensional Covariate Balancing Propensity Score …
Paper Group ANR 1042

Paper Group ANR 1042

October 16, 2019

Probabilistic Matrix Factorization with Personalized Differential Privacy. Extended pipeline for content-based feature engineering in music genre recognition. Neural Program Search: Solving Programming Tasks from Description and Examples. On the self-similarity of line segments in decaying homogeneous isotropic turbulence. Semi-Supervised Learning …
Paper Group ANR 1043

Paper Group ANR 1043

October 16, 2019

Learning-Based Dequantization For Image Restoration Against Extremely Poor Illumination. On the Relationship between Data Efficiency and Error for Uncertainty Sampling. End-to-End Learning of Driving Models with Surround-View Cameras and Route Planners. A simple blind-denoising filter inspired by electrically coupled photoreceptors in the retina. O …
Paper Group ANR 1044

Paper Group ANR 1044

October 16, 2019

Learning Product Codebooks using Vector Quantized Autoencoders for Image Retrieval. MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-streams. Mitigating Unwanted Biases with Adversarial Learning. Automatic Graphics Program Generation using Attention-Based Hierarchical Decoder. Faster and More Robust …