[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 542
October 18, 2019

Paper Group ANR 542

Robust and fine-grained prosody control of end-to-end speech synthesis. Intent Generation for Goal-Oriented Dialogue Systems based on Schema.org Annotations. Sample Complexity of Nonparametric Semi-Supervised Learning. Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect. Predicting resonant properties of plas …

Paper Group ANR 543

Paper Group ANR 543

October 18, 2019

MMFNet: A Multi-modality MRI Fusion Network for Segmentation of Nasopharyngeal Carcinoma. Making Sense of Vision and Touch: Self-Supervised Learning of Multimodal Representations for Contact-Rich Tasks. Unary and Binary Classification Approaches and their Implications for Authorship Verification. Natural Language Multitasking: Analyzing and Improvi …
Paper Group ANR 544

Paper Group ANR 544

October 18, 2019

Scalable Meta-Learning for Bayesian Optimization. Combination of Hyperband and Bayesian Optimization for Hyperparameter Optimization in Deep Learning. Learning Representations of Spatial Displacement through Sensorimotor Prediction. Modeling Global Dynamics from Local Snapshots with Deep Generative Neural Networks. Lidar Cloud Detection with Fully …
Paper Group ANR 545

Paper Group ANR 545

October 18, 2019

Anomaly Detection and Localization in Crowded Scenes by Motion-field Shape Description and Similarity-based Statistical Learning. A Survey of Deep Facial Attribute Analysis. Guided Proceduralization: Optimizing Geometry Processing and Grammar Extraction for Architectural Models. Zero-shot Transfer Learning for Semantic Parsing. Fully Scalable Gauss …
Paper Group ANR 546

Paper Group ANR 546

October 18, 2019

Adversarial examples from computational constraints. On Accurate Evaluation of GANs for Language Generation. Grounding Visual Explanations. Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification. GANs for generating EFT models. Structurally Sparsified Backward Propagation for Faster Long Short-Term Memory Training. Dynamic Vid …
Paper Group ANR 547

Paper Group ANR 547

October 18, 2019

Honey Authentication with Machine Learning Augmented Bright-Field Microscopy. Distribution Networks for Open Set Learning. Learning Light Field Reconstruction from a Single Coded Image. TextNet: Irregular Text Reading from Images with an End-to-End Trainable Network. The Laplacian in RL: Learning Representations with Efficient Approximations. 3D Sc …
Paper Group ANR 548

Paper Group ANR 548

October 18, 2019

Observability Properties of Colored Graphs. Learning on Hypergraphs with Sparsity. Multi-Target Prediction: A Unifying View on Problems and Methods. Detection based Defense against Adversarial Examples from the Steganalysis Point of View. Deep Convolutional Neural Networks for Map-Type Classification. Towards Effective Deep Embedding for Zero-Shot …
Paper Group ANR 549

Paper Group ANR 549

October 18, 2019

Selective Zero-Shot Classification with Augmented Attributes. Short utterance compensation in speaker verification via cosine-based teacher-student learning of speaker embeddings. Deep Convolutional Neural Network for Plant Seedlings Classification. Generative x-vectors for text-independent speaker verification. Aligning Very Small Parallel Corpora …
Paper Group ANR 550

Paper Group ANR 550

October 18, 2019

Escaping from Collapsing Modes in a Constrained Space. Area-preserving mapping of 3D ultrasound carotid artery images using density-equalizing reference map. Cooperative Starting Movement Detection of Cyclists Using Convolutional Neural Networks and a Boosted Stacking Ensemble. Deep saliency: What is learnt by a deep network about saliency?. Deep f …
Paper Group ANR 551

Paper Group ANR 551

October 18, 2019

Non-local NetVLAD Encoding for Video Classification. Learning Bone Suppression from Dual Energy Chest X-rays using Adversarial Networks. Kappa Learning: A New Method for Measuring Similarity Between Educational Items Using Performance Data. Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks. An Entropic Optimal Transp …
Paper Group ANR 552

Paper Group ANR 552

October 18, 2019

ClosNets: a Priori Sparse Topologies for Faster DNN Training. Superconducting Optoelectronic Neurons II: Receiver Circuits. The SEN1-2 Dataset for Deep Learning in SAR-Optical Data Fusion. A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration. Cross-dataset Person Re-Identification Using Similarity Preserved Generative …
Paper Group ANR 553

Paper Group ANR 553

October 18, 2019

Class Mean Vector Component and Discriminant Analysis for Kernel Subspace Learning. A Deep Learning Approach to Fast, Format-Agnostic Detection of Malicious Web Content. Towards a Theory-Guided Benchmarking Suite for Discrete Black-Box Optimization Heuristics: Profiling $(1+λ)$ EA Variants on OneMax and LeadingOnes. When will you do what? - Anticip …
Paper Group ANR 554

Paper Group ANR 554

October 18, 2019

Transfer Topic Labeling with Domain-Specific Knowledge Base: An Analysis of UK House of Commons Speeches 1935-2014. Sleep-wake classification via quantifying heart rate variability by convolutional neural network. The Effect of Network Width on the Performance of Large-batch Training. CapProNet: Deep Feature Learning via Orthogonal Projections onto …
Paper Group ANR 555

Paper Group ANR 555

October 18, 2019

Power Law in Sparsified Deep Neural Networks. Weight Initialization in Neural Language Models. Analytic Network Learning. Scale calibration for high-dimensional robust regression. Synaptic Strength For Convolutional Neural Network. Learning Decorrelated Hashing Codes for Multimodal Retrieval. A Unified Particle-Optimization Framework for Scalable B …
Paper Group ANR 556

Paper Group ANR 556

October 18, 2019

Estimating Phenotypic Traits From UAV Based RGB Imagery. A Double-Deep Spatio-Angular Learning Framework for Light Field based Face Recognition. DeepFirearm: Learning Discriminative Feature Representation for Fine-grained Firearm Retrieval. Artificial Neural Networks in Fluid Dynamics: A Novel Approach to the Navier-Stokes Equations. End-to-End Mul …
Paper Group ANR 557

Paper Group ANR 557

October 18, 2019

Detect or Track: Towards Cost-Effective Video Object Detection/Tracking. In-depth Assessment of an Interactive Graph-based Approach for the Segmentation for Pancreatic Metastasis in Ultrasound Acquisitions of the Liver with two Specialists in Internal Medicine. Automatic detection of lumen and media in the IVUS images using U-Net with VGG16 Encoder …
Paper Group ANR 558

Paper Group ANR 558

October 18, 2019

Focal Loss in 3D Object Detection. Collaborative targeted inference from continuously indexed nuisance parameter estimators. The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples. Representation, Justification and Explanation in a Value Driven Agent: An Argumentation-Based Approach. An Adaptive Clipping Approach for Pro …
Paper Group ANR 559

Paper Group ANR 559

October 18, 2019

Compositional GAN: Learning Image-Conditional Binary Composition. Surrogate Model Assisted Cooperative Coevolution for Large Scale Optimization. Importance of the Mathematical Foundations of Machine Learning Methods for Scientific and Engineering Applications. Rogue Signs: Deceiving Traffic Sign Recognition with Malicious Ads and Logos. Depth and n …
Paper Group ANR 560

Paper Group ANR 560

October 18, 2019

Adversarial Inpainting of Medical Image Modalities. Automatic Short Answer Grading and Feedback Using Text Mining Methods. An Optical Frontend for a Convolutional Neural Network. Fabrik: An Online Collaborative Neural Network Editor. Conditional Variational Autoencoder for Neural Machine Translation. Auto-tuning Distributed Stream Processing System …
Paper Group ANR 561

Paper Group ANR 561

October 18, 2019

Some Approximation Bounds for Deep Networks. Online Bandit Linear Optimization: A Study. Adversarial Domain Adaptation for Classification of Prostate Histopathology Whole-Slide Images. From Hashing to CNNs: Training BinaryWeight Networks via Hashing. Generating new pictures in complex datasets with a simple neural network. The RGNLP Machine Transla …
Paper Group ANR 562

Paper Group ANR 562

October 18, 2019

Low-Complexity Data-Parallel Earth Mover’s Distance Approximations. Protection Against Reconstruction and Its Applications in Private Federated Learning. Artifacts Detection and Error Block Analysis from Broadcasted Videos. Gradient Agreement as an Optimization Objective for Meta-Learning. Relational Long Short-Term Memory for Video Action Recognit …
Paper Group ANR 563

Paper Group ANR 563

October 18, 2019

Safely Learning to Control the Constrained Linear Quadratic Regulator. Evolutionary Algorithms. Towards resilient machine learning for ransomware detection. Bimodal network architectures for automatic generation of image annotation from text. How to Profile Privacy-Conscious Users in Recommender Systems. Bach2Bach: Generating Music Using A Deep Rei …
Paper Group ANR 564

Paper Group ANR 564

October 18, 2019

EENMF: An End-to-End Neural Matching Framework for E-Commerce Sponsored Search. Power-Grid Controller Anomaly Detection with Enhanced Temporal Deep Learning. Saliency Map Estimation for Omni-Directional Image Considering Prior Distributions. Controlling Decoding for More Abstractive Summaries with Copy-Based Networks. PACT: Parameterized Clipping A …
Paper Group ANR 565

Paper Group ANR 565

October 18, 2019

Nonlinear Metric Learning through Geodesic Interpolation within Lie Groups. Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension. Mining Public Opinion about Economic Issues: Twitter and the U.S. Presidential Election. Deep Learning for Radio Resource Allocation in Multi-Cell Networks. A Fast-Converged Acousti …
Paper Group ANR 566

Paper Group ANR 566

October 18, 2019

Graph Neural Networks for Learning Robot Team Coordination. Privacy-preserving Machine Learning through Data Obfuscation. Sample Efficient Stochastic Gradient Iterative Hard Thresholding Method for Stochastic Sparse Linear Regression with Limited Attribute Observation. Dynamic and Static Topic Model for Analyzing Time-Series Document Collections. D …
Paper Group ANR 567

Paper Group ANR 567

October 18, 2019

Algorithmic Aspects of Inverse Problems Using Generative Models. Numerical Aspects for Approximating Governing Equations Using Data. Unsupervised Learning for Surgical Motion by Learning to Predict the Future. ResumeNet: A Learning-based Framework for Automatic Resume Quality Assessment. Realtime Scheduling and Power Allocation Using Deep Neural Ne …
Paper Group ANR 568

Paper Group ANR 568

October 18, 2019

Fairness Without Demographics in Repeated Loss Minimization. Joint Ground and Aerial Package Delivery Services: A Stochastic Optimization Approach. Sturm: Sparse Tubal-Regularized Multilinear Regression for fMRI. LeukoNet: DCT-based CNN architecture for the classification of normal versus Leukemic blasts in B-ALL Cancer. Two-stage iterative Procrus …
Paper Group ANR 569

Paper Group ANR 569

October 18, 2019

An Industrial Case Study on Shrinking Code Review Changesets through Remark Prediction. Lifted Neural Networks. Artwork Identification from Wearable Camera Images for Enhancing Experience of Museum Audiences. On Machine Learning and Structure for Mobile Robots. Correcting the bias in least squares regression with volume-rescaled sampling. Monitorin …