[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 131
July 29, 2019

Paper Group ANR 131

Squeezed Convolutional Variational AutoEncoder for Unsupervised Anomaly Detection in Edge Device Industrial Internet of Things. InScript: Narrative texts annotated with script information. Multiple Adaptive Bayesian Linear Regression for Scalable Bayesian Optimization with Warm Start. PaMM: Pose-aware Multi-shot Matching for Improving Person Re-ide …

Paper Group ANR 132

Paper Group ANR 132

July 29, 2019

Complex spectrogram enhancement by convolutional neural network with multi-metrics learning. Interventions over Predictions: Reframing the Ethical Debate for Actuarial Risk Assessment. Computing the Shapley Value in Allocation Problems: Approximations and Bounds, with an Application to the Italian VQR Research Assessment Program. Speeding up Contex …
Paper Group ANR 133

Paper Group ANR 133

July 29, 2019

An Adversarial Regularisation for Semi-Supervised Training of Structured Output Neural Networks. Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes. Win Prediction in Esports: Mixed-Rank Match Prediction in Multi-player Online Battle Arena Games. Novel Framework for Spectral Clustering using Topological Node Featur …
Paper Group ANR 134

Paper Group ANR 134

July 29, 2019

Efficient PAC Learning from the Crowd. Regularizing deep networks using efficient layerwise adversarial training. On the Sample Complexity of the Linear Quadratic Regulator. Data Fusion and Machine Learning Integration for Transformer Loss of Life Estimation. Enhanced Particle Swarm Optimization Algorithms for Multiple-Input Multiple-Output System …
Paper Group ANR 135

Paper Group ANR 135

July 29, 2019

On the regularization of Wasserstein GANs. A representer theorem for deep kernel learning. Resilience: A Criterion for Learning in the Presence of Arbitrary Outliers. Robust Decentralized Learning Using ADMM with Unreliable Agents. Learning to Refine Object Contours with a Top-Down Fully Convolutional Encoder-Decoder Network. EVE: Explainable Vecto …
Paper Group ANR 136

Paper Group ANR 136

July 29, 2019

On the Limitation of Convolutional Neural Networks in Recognizing Negative Images. Robust Conditional Probabilities. Optimal Densification for Fast and Accurate Minwise Hashing. MORSE: Semantic-ally Drive-n MORpheme SEgment-er. A Gamut-Mapping Framework for Color-Accurate Reproduction of HDR Images. A causal framework for explaining the predictions …
Paper Group ANR 137

Paper Group ANR 137

July 29, 2019

A practical approach to dialogue response generation in closed domains. Classification Accuracy Improvement for Neuromorphic Computing Systems with One-level Precision Synapses. Deep image representations using caption generators. Nonparametric Inference for Auto-Encoding Variational Bayes. Densely tracking sequences of 3D face scans. Poseidon: An …
Paper Group ANR 138

Paper Group ANR 138

July 29, 2019

Automated Cloud Provisioning on AWS using Deep Reinforcement Learning. Social Style Characterization from Egocentric Photo-streams. Learning Deep Context-aware Features over Body and Latent Parts for Person Re-identification. Memetic search for identifying critical nodes in sparse graphs. Biomedical Event Trigger Identification Using Bidirectional …
Paper Group ANR 139

Paper Group ANR 139

July 29, 2019

Building Detection from Satellite Images on a Global Scale. Spintronics based Stochastic Computing for Efficient Bayesian Inference System. A Novel Deep Learning Architecture for Testis Histology Image Classification. Grouped Convolutional Neural Networks for Multivariate Time Series. Class Specific Feature Selection for Interval Valued Data Throug …
Paper Group ANR 14

Paper Group ANR 14

July 29, 2019

The Meaning Factory at SemEval-2017 Task 9: Producing AMRs with Neural Semantic Parsing. Concave losses for robust dictionary learning. Data-Driven Dialogue Systems for Social Agents. Model enumeration in propositional circumscription via unsatisfiable core analysis. Small Moving Window Calibration Models for Soft Sensing Processes with Limited His …
Paper Group ANR 140

Paper Group ANR 140

July 29, 2019

Center of Gravity PSO for Partitioning Clustering. Approximate Bayesian inference as a gauge theory. Flexible Network Binarization with Layer-wise Priority. Membrane-Dependent Neuromorphic Learning Rule for Unsupervised Spike Pattern Detection. Model Complexity-Accuracy Trade-off for a Convolutional Neural Network. Neural Attribute Machines for Pro …
Paper Group ANR 141

Paper Group ANR 141

July 29, 2019

A Sampling Theory Perspective of Graph-based Semi-supervised Learning. Implicitly Incorporating Morphological Information into Word Embedding. Visually grounded learning of keyword prediction from untranscribed speech. Mesh-based 3D Textured Urban Mapping. Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning. Classificati …
Paper Group ANR 142

Paper Group ANR 142

July 29, 2019

From visual words to a visual grammar: using language modelling for image classification. Crowdsourcing with Sparsely Interacting Workers. An Effective Feature Selection Method Based on Pair-Wise Feature Proximity for High Dimensional Low Sample Size Data. Unsupervised Adaptive Re-identification in Open World Dynamic Camera Networks. Direct Pose Es …
Paper Group ANR 143

Paper Group ANR 143

July 29, 2019

Quantum Low Entropy based Associative Reasoning or QLEAR Learning. Lattice embeddings between types of fuzzy sets. Closed-valued fuzzy sets. Ontology based system to guide internship assignment process. Improving Efficiency in Convolutional Neural Network with Multilinear Filters. Sample-efficient Actor-Critic Reinforcement Learning with Supervised …
Paper Group ANR 144

Paper Group ANR 144

July 29, 2019

Efficient Algorithms for Non-convex Isotonic Regression through Submodular Optimization. 4D Multi-atlas Label Fusion using Longitudinal Images. Tartan: Accelerating Fully-Connected and Convolutional Layers in Deep Learning Networks by Exploiting Numerical Precision Variability. Going Deeper with Semantics: Video Activity Interpretation using Semant …
Paper Group ANR 145

Paper Group ANR 145

July 29, 2019

Geometric Methods for Robust Data Analysis in High Dimension. Sparse Coding and Autoencoders. Encoder Based Lifelong Learning. Application of Transfer Learning Approaches in Multimodal Wearable Human Activity Recognition. Driver Identification Using Automobile Sensor Data from a Single Turn. Sparse Algorithm for Robust LSSVM in Primal Space. Basic …
Paper Group ANR 146

Paper Group ANR 146

July 29, 2019

Bio-Inspired Multi-Layer Spiking Neural Network Extracts Discriminative Features from Speech Signals. EZLearn: Exploiting Organic Supervision in Large-Scale Data Annotation. Uncertainty-Aware Organ Classification for Surgical Data Science Applications in Laparoscopy. Greedy Structure Learning of Hierarchical Compositional Models. Technical Report: …
Paper Group ANR 147

Paper Group ANR 147

July 29, 2019

Autoencoder-Driven Weather Clustering for Source Estimation during Nuclear Events. Coordinated Online Learning With Applications to Learning User Preferences. Microscopy Cell Segmentation via Adversarial Neural Networks. Aligning Script Events with Narrative Texts. sWSI: A Low-cost and Commercial-quality Whole Slide Imaging System on Android and iO …
Paper Group ANR 148

Paper Group ANR 148

July 29, 2019

Weakly Supervised Object Localization Using Things and Stuff Transfer. KeyVec: Key-semantics Preserving Document Representations. MOLTE: a Modular Optimal Learning Testing Environment. Joint Modeling of Topics, Citations, and Topical Authority in Academic Corpora. Improving Small Object Proposals for Company Logo Detection. Nonnegative Matrix Facto …
Paper Group ANR 149

Paper Group ANR 149

July 29, 2019

Goal-Driven Query Answering for Existential Rules with Equality. Concurrence-Aware Long Short-Term Sub-Memories for Person-Person Action Recognition. Scaling Active Search using Linear Similarity Functions. Simple Methods for Scanner Drift Normalization Validated for Automatic Segmentation of Knee Magnetic Resonance Imaging - with data from the Ost …
Paper Group ANR 15

Paper Group ANR 15

July 29, 2019

Deceiving Google’s Cloud Video Intelligence API Built for Summarizing Videos. On Estimation of Conditional Modes Using Multiple Quantile Regressions. Embedded Spectral Descriptors: Learning the point-wise correspondence metric via Siamese neural networks. MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks. CNN as Gu …
Paper Group ANR 150

Paper Group ANR 150

July 29, 2019

Combinatorial Multi-Armed Bandits with Filtered Feedback. SIMILARnet: Simultaneous Intelligent Localization and Recognition Network. Probabilistic Semantic Retrieval for Surveillance Videos with Activity Graphs. K+ Means : An Enhancement Over K-Means Clustering Algorithm. General Video Game AI: Learning from Screen Capture. Deep Binaries: Encoding …
Paper Group ANR 151

Paper Group ANR 151

July 29, 2019

Signal reconstruction via operator guiding. Bayesian Additive Adaptive Basis Tensor Product Models for Modeling High Dimensional Surfaces: An application to high-throughput toxicity testing. Unsupervised Domain Adaptation with Similarity Learning. External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study …
Paper Group ANR 152

Paper Group ANR 152

July 29, 2019

Video Salient Object Detection Using Spatiotemporal Deep Features. Discovering Visual Concept Structure with Sparse and Incomplete Tags. Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI. Mining Object Parts from CNNs via Active Question-Answering. Pre-training Attention Mechanisms. Learning to Detect Human-Ob …
Paper Group ANR 153

Paper Group ANR 153

July 29, 2019

A Statistical Approach to Increase Classification Accuracy in Supervised Learning Algorithms. EraseReLU: A Simple Way to Ease the Training of Deep Convolution Neural Networks. Sparse Deep Nonnegative Matrix Factorization. Combinational neural network using Gabor filters for the classification of handwritten digits. Generate Identity-Preserving Face …
Paper Group ANR 154

Paper Group ANR 154

July 29, 2019

ACCNet: Actor-Coordinator-Critic Net for “Learning-to-Communicate” with Deep Multi-agent Reinforcement Learning. Exploiting Layerwise Convexity of Rectifier Networks with Sign Constrained Weights. Trust-PCL: An Off-Policy Trust Region Method for Continuous Control. Exploration–Exploitation in MDPs with Options. Real-time Traffic Accident Risk Pred …
Paper Group ANR 155

Paper Group ANR 155

July 29, 2019

A Two-Phase Safe Vehicle Routing and Scheduling Problem: Formulations and Solution Algorithms. SmartPaste: Learning to Adapt Source Code. Sparse Approximation of 3D Meshes using the Spectral Geometry of the Hamiltonian Operator. Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos. Moderate Environmental Variation Promotes th …
Paper Group ANR 156

Paper Group ANR 156

July 29, 2019

Learning Graphical Models Using Multiplicative Weights. Character-Based Text Classification using Top Down Semantic Model for Sentence Representation. Object Recognition from very few Training Examples for Enhancing Bicycle Maps. Communications that Emerge through Reinforcement Learning Using a (Recurrent) Neural Network. Cyberattack Detection in M …