[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 38
July 29, 2019

Paper Group ANR 38

From Bach to the Beatles: The simulation of human tonal expectation using ecologically-trained predictive models. Structural Conditions for Projection-Cost Preservation via Randomized Matrix Multiplication. Holistic, Instance-Level Human Parsing. A Non-monotone Alternating Updating Method for A Class of Matrix Factorization Problems. ToxTrac: a fas …

Paper Group ANR 39

Paper Group ANR 39

July 29, 2019

Towards Structured Analysis of Broadcast Badminton Videos. To Boost or Not to Boost? On the Limits of Boosted Trees for Object Detection. Trans-allelic model for prediction of peptide:MHC-II interactions. A semi-supervised fuzzy GrowCut algorithm to segment and classify regions of interest of mammographic images. CNN Cascades for Segmenting Whole S …
Paper Group ANR 4

Paper Group ANR 4

July 29, 2019

Detection of Block-Exchangeable Structure in Large-Scale Correlation Matrices. Generic Machine Learning Inference on Heterogenous Treatment Effects in Randomized Experiments. Where Classification Fails, Interpretation Rises. Dynamic Fusion Networks for Machine Reading Comprehension. Towards Unsupervised Weed Scouting for Agricultural Robotics. Netw …
Paper Group ANR 40

Paper Group ANR 40

July 29, 2019

Discovery of Visual Semantics by Unsupervised and Self-Supervised Representation Learning. “RAPID” Regions-of-Interest Detection In Big Histopathological Images. Extreme Low Resolution Activity Recognition with Multi-Siamese Embedding Learning. Temporal HeartNet: Towards Human-Level Automatic Analysis of Fetal Cardiac Screening Video. Sequential de …
Paper Group ANR 41

Paper Group ANR 41

July 29, 2019

Clustering Small Samples with Quality Guarantees: Adaptivity with One2all pps. Contemporary machine learning: a guide for practitioners in the physical sciences. Context-Aware Semantic Inpainting. A Digital Fuzzy Edge Detector for Color Images. UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model. Pa …
Paper Group ANR 42

Paper Group ANR 42

July 29, 2019

Likelihood Estimation for Generative Adversarial Networks. Spectral-spatial classification of hyperspectral images: three tricks and a new supervised learning setting. Does Normalization Methods Play a Role for Hyperspectral Image Classification?. Asynchronous Announcements. Continuous Multimodal Emotion Recognition Approach for AVEC 2017. Signal a …
Paper Group ANR 43

Paper Group ANR 43

July 29, 2019

A Novel Approach to Artistic Textual Visualization via GAN. A Variational EM Method for Pole-Zero Modeling of Speech with Mixed Block Sparse and Gaussian Excitation. Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations. Methods for applying the Neural Engineering Framework to neuromorphic hardware. Automatic Breast U …
Paper Group ANR 44

Paper Group ANR 44

July 29, 2019

Learning multiple visual domains with residual adapters. Inverse Moment Methods for Sufficient Forecasting using High-Dimensional Predictors. Containment for Rule-Based Ontology-Mediated Queries. Learning Generative Models with Sinkhorn Divergences. Security Evaluation of Pattern Classifiers under Attack. Deceased Organ Matching in Australia. Activ …
Paper Group ANR 45

Paper Group ANR 45

July 29, 2019

Impact of Coreference Resolution on Slot Filling. Deep Learning for Photoacoustic Tomography from Sparse Data. On modeling vagueness and uncertainty in data-to-text systems through fuzzy sets. A Convex Parametrization of a New Class of Universal Kernel Functions for use in Kernel Learning. Learning Rotation for Kernel Correlation Filter. CryptoDL: …
Paper Group ANR 46

Paper Group ANR 46

July 29, 2019

Investigating the feature collection for semantic segmentation via single skip connection. Learning Policies for Adaptive Tracking with Deep Feature Cascades. Patchnet: Interpretable Neural Networks for Image Classification. Sentiment analysis based on rhetorical structure theory: Learning deep neural networks from discourse trees. Bridging the Gap …
Paper Group ANR 47

Paper Group ANR 47

July 29, 2019

Towards seamless multi-view scene analysis from satellite to street-level. End-to-End Neural Segmental Models for Speech Recognition. Cross-Lingual Dependency Parsing for Closely Related Languages - Helsinki’s Submission to VarDial 2017. Segmented and Directional Impact Detection for Parked Vehicles using Mobile Devices. A Flexible Framework for Hy …
Paper Group ANR 48

Paper Group ANR 48

July 29, 2019

Feature Incay for Representation Regularization. A Harmony Search Based Wrapper Feature Selection Method for Holistic Bangla word Recognition. Toward the Starting Line: A Systems Engineering Approach to Strong AI. Machine learning methods for multimedia information retrieval. 3D Pathfinding and Collision Avoidance Using Uneven Search-space Quantiza …
Paper Group ANR 49

Paper Group ANR 49

July 29, 2019

Stochastic Gradient Monomial Gamma Sampler. S-Isomap++: Multi Manifold Learning from Streaming Data. Few-shot Learning by Exploiting Visual Concepts within CNNs. DeepCoder: Semi-parametric Variational Autoencoders for Automatic Facial Action Coding. A Weakly Supervised Approach to Train Temporal Relation Classifiers and Acquire Regular Event Pairs …
Paper Group ANR 5

Paper Group ANR 5

July 29, 2019

Rotation Averaging and Strong Duality. ZigZag: A new approach to adaptive online learning. A Learning Based Optimal Human Robot Collaboration with Linear Temporal Logic Constraints. Customer Lifetime Value Prediction Using Embeddings. A New Type of Neurons for Machine Learning. Quality-Efficiency Trade-offs in Machine Learning for Text Processing. …
Paper Group ANR 50

Paper Group ANR 50

July 29, 2019

Sequential detection of low-rank changes using extreme eigenvalues. Neuro-RAM Unit with Applications to Similarity Testing and Compression in Spiking Neural Networks. Improving LSTM-CTC based ASR performance in domains with limited training data. Deep Diagnostics: Applying Convolutional Neural Networks for Vessels Defects Detection. Linguistic Mark …
Paper Group ANR 51

Paper Group ANR 51

July 29, 2019

Learning One-hidden-layer Neural Networks with Landscape Design. Fast Recurrent Fully Convolutional Networks for Direct Perception in Autonomous Driving. A Manifold Approach to Learning Mutually Orthogonal Subspaces. PCANet-II: When PCANet Meets the Second Order Pooling. Collision Selective Visual Neural Network Inspired by LGMD2 Neurons in Juvenil …
Paper Group ANR 52

Paper Group ANR 52

July 29, 2019

A Security Monitoring Framework For Virtualization Based HEP Infrastructures. Speech Recognition Challenge in the Wild: Arabic MGB-3. An Edge Driven Wavelet Frame Model for Image Restoration. Simultaneous Detection and Quantification of Retinal Fluid with Deep Learning. Gradient-enhanced kriging for high-dimensional problems. Multiple Context-Free …
Paper Group ANR 53

Paper Group ANR 53

July 29, 2019

The detector principle of constructing artificial neural networks as an alternative to the connectionist paradigm. Eyemotion: Classifying facial expressions in VR using eye-tracking cameras. Automatized Generation of Alphabets of Symbols. Efficient Eye Typing with 9-direction Gaze Estimation. Grounding Symbols in Multi-Modal Instructions. Learning …
Paper Group ANR 54

Paper Group ANR 54

July 29, 2019

Reachable Set Computation and Safety Verification for Neural Networks with ReLU Activations. Expanding Abbreviations in a Strongly Inflected Language: Are Morphosyntactic Tags Sufficient?. Discriminatory Transfer. On the Complexity of Semantic Integration of OWL Ontologies. Adversarial Inverse Graphics Networks: Learning 2D-to-3D Lifting and Image- …
Paper Group ANR 55

Paper Group ANR 55

July 29, 2019

Geometry of Optimization and Implicit Regularization in Deep Learning. MAT: A Multimodal Attentive Translator for Image Captioning. Zero-Shot Fine-Grained Classification by Deep Feature Learning with Semantics. Understanding the visual speech signal. 3D seismic data denoising using two-dimensional sparse coding scheme. Replicator Equation: Applicat …
Paper Group ANR 56

Paper Group ANR 56

July 29, 2019

Predicting Individual Physiologically Acceptable States for Discharge from a Pediatric Intensive Care Unit. Correlation Alignment by Riemannian Metric for Domain Adaptation. Semantic Photometric Bundle Adjustment on Natural Sequences. Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching. Contracting Nonlinear Observ …
Paper Group ANR 57

Paper Group ANR 57

July 29, 2019

Multiple VLAD encoding of CNNs for image classification. Evaluating Graph Signal Processing for Neuroimaging Through Classification and Dimensionality Reduction. Video retrieval based on deep convolutional neural network. Product Manifold Filter: Non-Rigid Shape Correspondence via Kernel Density Estimation in the Product Space. Cooperative Epistemi …
Paper Group ANR 58

Paper Group ANR 58

July 29, 2019

Hyperparameters Optimization in Deep Convolutional Neural Network / Bayesian Approach with Gaussian Process Prior. Solving the Resource Constrained Project Scheduling Problem Using the Parallel Tabu Search Designed for the CUDA Platform. Generative Adversarial Networks for Electronic Health Records: A Framework for Exploring and Evaluating Methods …
Paper Group ANR 59

Paper Group ANR 59

July 29, 2019

User-friendly guarantees for the Langevin Monte Carlo with inaccurate gradient. Spiking Optical Flow for Event-based Sensors Using IBM’s TrueNorth Neurosynaptic System. Building Chatbots from Forum Data: Model Selection Using Question Answering Metrics. Improving Robustness of Feature Representations to Image Deformations using Powered Convolution …
Paper Group ANR 6

Paper Group ANR 6

July 29, 2019

Deep GrabCut for Object Selection. Superposition de calques monochromes d’opacités variables. End-to-End Attention based Text-Dependent Speaker Verification. Unsupervised Learning via Total Correlation Explanation. ProLanGO: Protein Function Prediction Using Neural~Machine Translation Based on a Recurrent Neural Network. Semantic Refinement GRU-bas …
Paper Group ANR 60

Paper Group ANR 60

July 29, 2019

OCRAPOSE II: An OCR-based indoor positioning system using mobile phone images. Convex Geometry of the Generalized Matrix-Fractional Function. Beyond Volume: The Impact of Complex Healthcare Data on the Machine Learning Pipeline. Semi-Supervised Deep Learning for Monocular Depth Map Prediction. Multispectral and Hyperspectral Image Fusion Using a 3- …
Paper Group ANR 61

Paper Group ANR 61

July 29, 2019

Color Face Recognition using High-Dimension Quaternion-based Adaptive Representation. nuts-flow/ml: data pre-processing for deep learning. Global-Local Airborne Mapping (GLAM): Reconstructing a City from Aerial Videos. Conditional generation of multi-modal data using constrained embedding space mapping. A Data Science Approach to Understanding Resi …
Paper Group ANR 62

Paper Group ANR 62

July 29, 2019

Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets. Exponentially vanishing sub-optimal local minima in multilayer neural networks. Prediction of the progression of subcortical brain structures in Alzheimer’s disease from baseline. Genetic Algorithm Based Floor Planning System. On the Ontological Modeling of …