[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 710
October 17, 2019

Paper Group ANR 710

Assessing Performance of Aerobic Routines using Background Subtraction and Intersected Image Region. An Evaluation of Trajectory Prediction Approaches and Notes on the TrajNet Benchmark. Deep learning-based super-resolution in coherent imaging systems. Land cover mapping at very high resolution with rotation equivariant CNNs: towards small yet accu …

Paper Group ANR 711

Paper Group ANR 711

October 17, 2019

Application of Clinical Concept Embeddings for Heart Failure Prediction in UK EHR data. Segmentation of Multiple Sclerosis lesion in brain MR images using Fuzzy C-Means. Dynamic Pricing with Finitely Many Unknown Valuations. Quality assessment metrics for edge detection and edge-aware filtering: A tutorial review. A Radiomics Approach to Traumatic …
Paper Group ANR 712

Paper Group ANR 712

October 17, 2019

Hierarchical Transfer Convolutional Neural Networks for Image Classification. Weighted Bilinear Coding over Salient Body Parts for Person Re-identification. Diagnosing Convolutional Neural Networks using their Spectral Response. Word sense induction using word embeddings and community detection in complex networks. Better Fixed-Arity Unbiased Black …
Paper Group ANR 713

Paper Group ANR 713

October 17, 2019

Convergence of Cubic Regularization for Nonconvex Optimization under KL Property. Recycled ADMM: Improve Privacy and Accuracy with Less Computation in Distributed Algorithms. Estimator of Prediction Error Based on Approximate Message Passing for Penalized Linear Regression. 3D Convolution on RGB-D Point Clouds for Accurate Model-free Object Pose Es …
Paper Group ANR 714

Paper Group ANR 714

October 17, 2019

CRRN: Multi-Scale Guided Concurrent Reflection Removal Network. MBA: Mini-Batch AUC Optimization. Packaging and Sharing Machine Learning Models via the Acumos AI Open Platform. On the Limitations of Unsupervised Bilingual Dictionary Induction. Efficient Discovery of Heterogeneous Treatment Effects in Randomized Experiments via Anomalous Pattern Det …
Paper Group ANR 715

Paper Group ANR 715

October 17, 2019

Gated Recurrent Networks for Seizure Detection. Collective decision for open set recognition. Video Anomaly Detection and Localization via Gaussian Mixture Fully Convolutional Variational Autoencoder. Saliency Guided Hierarchical Robust Visual Tracking. Shallow Cue Guided Deep Visual Tracking via Mixed Models. Capturing Variabilities from Computed …
Paper Group ANR 716

Paper Group ANR 716

October 17, 2019

High SNR Consistent Compressive Sensing Without Signal and Noise Statistics. Analyzing and Interpreting Convolutional Neural Networks in NLP. DSNet: Deep and Shallow Feature Learning for Efficient Visual Tracking. Question Answering over Freebase via Attentive RNN with Similarity Matrix based CNN. Underwater Fish Species Classification using Convol …
Paper Group ANR 717

Paper Group ANR 717

October 17, 2019

Unsupervised Image Decomposition in Vector Layers. Efficient Traffic-Sign Recognition with Scale-aware CNN. Features of word similarity. Stochastic model-based minimization of weakly convex functions. Hierarchical multi-class segmentation of glioma images using networks with multi-level activation function. Sequential Embedding Induced Text Cluster …
Paper Group ANR 718

Paper Group ANR 718

October 17, 2019

Learning Data Augmentation for Brain Tumor Segmentation with Coarse-to-Fine Generative Adversarial Networks. Dual Control Memory Augmented Neural Networks for Treatment Recommendations. Decomposition Methods with Deep Corrections for Reinforcement Learning. Weak detection in the spiked Wigner model. Explicit Feedbacks Meet with Implicit Feedbacks : …
Paper Group ANR 719

Paper Group ANR 719

October 17, 2019

A Summary of the 4th International Workshop on Recovering 6D Object Pose. Intermediate Deep Feature Compression: the Next Battlefield of Intelligent Sensing. The Three Pillars of Machine Programming. Robust 6D Object Pose Estimation in Cluttered Scenes using Semantic Segmentation and Pose Regression Networks. When do Words Matter? Understanding the …
Paper Group ANR 720

Paper Group ANR 720

October 17, 2019

Algorithms for solving optimization problems arising from deep neural net models: smooth problems. NeuralNetwork-Viterbi: A Framework for Weakly Supervised Video Learning. Inflection-Tolerant Ontology-Based Named Entity Recognition for Real-Time Applications. Weakly-Supervised Action Segmentation with Iterative Soft Boundary Assignment. A Multi-Sta …
Paper Group ANR 721

Paper Group ANR 721

October 17, 2019

A study on the use of Boundary Equilibrium GAN for Approximate Frontalization of Unconstrained Faces to aid in Surveillance. The Taboo Trap: Behavioural Detection of Adversarial Samples. Constrained Counting and Sampling: Bridging the Gap between Theory and Practice. A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal …
Paper Group ANR 722

Paper Group ANR 722

October 17, 2019

Semi-orthogonal Non-negative Matrix Factorization with an Application in Text Mining. Unsupervised domain-agnostic identification of product names in social media posts. Learning to Separate Multiple Illuminants in a Single Image. A Machine Learning Approach to Air Traffic Route Choice Modelling. Sequence-to-Sequence Prediction of Vehicle Trajector …
Paper Group ANR 723

Paper Group ANR 723

October 17, 2019

A Polynomial Time Subsumption Algorithm for Nominal Safe $\mathcal{ELO}_\bot$ under Rational Closure. Regularized Fuzzy Neural Networks to Aid Effort Forecasting in the Construction and Software Development. SPNet: Deep 3D Object Classification and Retrieval using Stereographic Projection. Practical Bayesian Learning of Neural Networks via Adaptive …
Paper Group ANR 724

Paper Group ANR 724

October 17, 2019

Senti-Attend: Image Captioning using Sentiment and Attention. Towards effective AI-powered agile project management. An Adversarial Approach for Explainable AI in Intrusion Detection Systems. Transfer Learning for Action Unit Recognition. IEST: WASSA-2018 Implicit Emotions Shared Task. Strongly polynomial efficient approximation scheme for segmenta …
Paper Group ANR 725

Paper Group ANR 725

October 17, 2019

On Configurable Defense against Adversarial Example Attacks. Probabilistic Graphical Modeling approach to dynamic PET direct parametric map estimation and image reconstruction. HCqa: Hybrid and Complex Question Answering on Textual Corpus and Knowledge Graph. PCAS: Pruning Channels with Attention Statistics for Deep Network Compression. Improving D …
Paper Group ANR 726

Paper Group ANR 726

October 17, 2019

Algorithmic Causal Deconvolution of Intertwined Programs and Networks by Generative Mechanism. Teaching Multiple Concepts to a Forgetful Learner. Complexity Results for Preference Aggregation over (m)CP-nets: Pareto and Majority Voting. What am I searching for?. Multimodal matching using a Hybrid Convolutional Neural Network. Wasserstein Distributi …
Paper Group ANR 727

Paper Group ANR 727

October 17, 2019

Multimodal Interaction-aware Motion Prediction for Autonomous Street Crossing. Predicting Movie Genres Based on Plot Summaries. Yes, IoU loss is submodular - as a function of the mispredictions. Prediction of Atomization Energy Using Graph Kernel and Active Learning. Skin Lesion Segmentation and Classification for ISIC 2018 Using Traditional Classi …
Paper Group ANR 728

Paper Group ANR 728

October 17, 2019

Fast Approach to Build an Automatic Sentiment Annotator for Legal Domain using Transfer Learning. Quantum Machine Learning Tensor Network States. Adaptive Semantic Segmentation with a Strategic Curriculum of Proxy Labels. An Unsupervised Multivariate Time Series Kernel Approach for Identifying Patients with Surgical Site Infection from Blood Sample …
Paper Group ANR 729

Paper Group ANR 729

October 17, 2019

Stochastic Image Deformation in Frequency Domain and Parameter Estimation using Moment Evolutions. A neural network trained to predict future video frames mimics critical properties of biological neuronal responses and perception. Parsimonious HMMs for Offline Handwritten Chinese Text Recognition. DeepTravel: a Neural Network Based Travel Time Esti …
Paper Group ANR 730

Paper Group ANR 730

October 17, 2019

Finite Query Answering in Expressive Description Logics with Transitive Roles. An Optimized Architecture for Unpaired Image-to-Image Translation. A Restricted-Domain Dual Formulation for Two-Phase Image Segmentation. Utilizing Semantic Visual Landmarks for Precise Vehicle Navigation. Superconducting Optoelectronic Neurons III: Synaptic Plasticity. …
Paper Group ANR 731

Paper Group ANR 731

October 17, 2019

Constrained Classification and Ranking via Quantiles. Demo of Sanskrit-Hindi SMT System. Deep Learning with Inaccurate Training Data for Image Restoration. Liquid Time-constant Recurrent Neural Networks as Universal Approximators. Distilling Knowledge Using Parallel Data for Far-field Speech Recognition. Quantum Semantic Correlations in Hate and No …
Paper Group ANR 732

Paper Group ANR 732

October 17, 2019

Diffusion Based Network Embedding. Model Aggregation via Good-Enough Model Spaces. Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph. GAN-EM: GAN based EM learning framework. Capturing Ambiguity in Crowdsourcing Frame Disambiguation. Tracing in 2D to Reduce the Annotation Effort fo …
Paper Group ANR 733

Paper Group ANR 733

October 17, 2019

RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans. Evaluation of Machine Learning Algorithms for Intrusion Detection System. Automated Diagnosis of Clinic Workflows. Effects of Dataset properties on the training of GANs. Unsupervised Domain Adaptation: A Multi-task Learning-based Method. ToyBox: Better Atari Envi …
Paper Group ANR 734

Paper Group ANR 734

October 17, 2019

Collapsed Variational Inference for Nonparametric Bayesian Group Factor Analysis. Entity Retrieval and Text Mining for Online Reputation Monitoring. Automatic Rendering of Building Floor Plan Images from Textual Descriptions in English. Implicit Argument Prediction as Reading Comprehension. Learning Bounds for Greedy Approximation with Explicit Fea …
Paper Group ANR 735

Paper Group ANR 735

October 17, 2019

Precise Runtime Analysis for Plateaus. Fully Convolutional Network for Melanoma Diagnostics. Email Classification into Relevant Category Using Neural Networks. Queuing Theory Guided Intelligent Traffic Scheduling through Video Analysis using Dirichlet Process Mixture Model. Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning. C …
Paper Group ANR 736

Paper Group ANR 736

October 17, 2019

Multimodal Image Captioning for Marketing Analysis. Learning audio and image representations with bio-inspired trainable feature extractors. Normative Modeling of Neuroimaging Data using Scalable Multi-Task Gaussian Processes. Data Strategies for Fleetwide Predictive Maintenance. High-dimensional Varying Index Coefficient Models via Stein’s Identit …
Paper Group ANR 737

Paper Group ANR 737

October 17, 2019

DUP-Net: Denoiser and Upsampler Network for 3D Adversarial Point Clouds Defense. Modular Semantics and Characteristics for Bipolar Weighted Argumentation Graphs. Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale. Neural Network Cognitive Engine for Autonomous and Distributed Underlay Dynamic Spectrum Access. RIn-Close_ …