[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 878
October 17, 2019

Paper Group ANR 878

A Deep Convolutional Neural Network for Lung Cancer Diagnostic. Incremental Non-Rigid Structure-from-Motion with Unknown Focal Length. A Modified Image Comparison Algorithm Using Histogram Features. Diverse and Coherent Paragraph Generation from Images. Query-Conditioned Three-Player Adversarial Network for Video Summarization. Robust Tracking via …

Paper Group ANR 879

Paper Group ANR 879

October 17, 2019

Fast binary embeddings, and quantized compressed sensing with structured matrices. A Hybrid Recommender System for Patient-Doctor Matchmaking in Primary Care. I Know What You See: Power Side-Channel Attack on Convolutional Neural Network Accelerators. Object category learning and retrieval with weak supervision. End-to-End Detection and Re-identifi …
Paper Group ANR 880

Paper Group ANR 880

October 17, 2019

Chest X-rays Classification: A Multi-Label and Fine-Grained Problem. Offline Object Extraction from Dynamic Occupancy Grid Map Sequences. Adjustable Real-time Style Transfer. Unsupervised Deep Domain Adaptation for Pedestrian Detection. Cross-modal Hallucination for Few-shot Fine-grained Recognition. Near Real-Time Data Labeling Using a Depth Senso …
Paper Group ANR 881

Paper Group ANR 881

October 17, 2019

Multilingual Sentiment Analysis: An RNN-Based Framework for Limited Data. Detecting Offensive Content in Open-domain Conversations using Two Stage Semi-supervision. ReviewQA: a relational aspect-based opinion reading dataset. OIL: Observational Imitation Learning. Teaching machines to understand data science code by semantic enrichment of dataflow …
Paper Group ANR 882

Paper Group ANR 882

October 17, 2019

Video based Contextual Question Answering. Few Shot Learning with Simplex. Avoiding Latent Variable Collapse With Generative Skip Models. Visual Attention for Behavioral Cloning in Autonomous Driving. Developing parsimonious ensembles using ensemble diversity within a reinforcement learning framework. Context Models for OOV Word Translation in Low- …
Paper Group ANR 883

Paper Group ANR 883

October 17, 2019

Automatic Detection of Online Jihadist Hate Speech. Rethinking the Form of Latent States in Image Captioning. “With 1 follower I must be AWESOME :P”. Exploring the role of irony markers in irony recognition. Wall Stress Estimation of Cerebral Aneurysm based on Zernike Convolutional Neural Networks. Real-world plant species identification based on d …
Paper Group ANR 884

Paper Group ANR 884

October 17, 2019

Inferring Political Alignments of Twitter Users: A case study on 2017 Turkish constitutional referendum. Polarity and Intensity: the Two Aspects of Sentiment Analysis. META-DES.Oracle: Meta-learning and feature selection for ensemble selection. Sparse Blind Deconvolution for Distributed Radar Autofocus Imaging. Hierarchy-based Image Embeddings for …
Paper Group ANR 885

Paper Group ANR 885

October 17, 2019

Black Box FDR. Transductive Label Augmentation for Improved Deep Network Learning. Reproducibility Report for “Learning To Count Objects In Natural Images For Visual Question Answering”. Unsupervised Probabilistic Deformation Modeling for Robust Diffeomorphic Registration. Global Convergence of EM Algorithm for Mixtures of Two Component Linear Regr …
Paper Group ANR 886

Paper Group ANR 886

October 17, 2019

Multimodal Machine Learning for Automated ICD Coding. A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation. Computer-Aided Knee Joint Magnetic Resonance Image Segmentation - A Survey. Tracking the Evolution of Words with Time-reflective Text Representations. Semantic …
Paper Group ANR 887

Paper Group ANR 887

October 17, 2019

Generalization Challenges for Neural Architectures in Audio Source Separation. Actor-Centric Relation Network. Improving Fingerprint Pore Detection with a Small FCN. Learning Actionable Representations from Visual Observations. Distributed optimization in wireless sensor networks: an island-model framework. End-to-end Language Identification using …
Paper Group ANR 888

Paper Group ANR 888

October 17, 2019

Doubly Attentive Transformer Machine Translation. Prophit: Causal inverse classification for multiple continuously valued treatment policies. ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension. Interactions as Social Practices: towards a formalization. Soft Locality Preserving Map (SLPM) for Facial Expression Recog …
Paper Group ANR 889

Paper Group ANR 889

October 17, 2019

Generative Creativity: Adversarial Learning for Bionic Design. Artistic Object Recognition by Unsupervised Style Adaptation. Mono-Camera 3D Multi-Object Tracking Using Deep Learning Detections and PMBM Filtering. On Tighter Generalization Bound for Deep Neural Networks: CNNs, ResNets, and Beyond. Simplifying Probabilistic Expressions in Causal Infe …
Paper Group ANR 890

Paper Group ANR 890

October 17, 2019

Phasebook and Friends: Leveraging Discrete Representations for Source Separation. Hate Speech Detection from Code-mixed Hindi-English Tweets Using Deep Learning Models. Structural inpainting. Hydranet: Data Augmentation for Regression Neural Networks. Distribution-based Label Space Transformation for Multi-label Learning. Why is unsupervised alignm …
Paper Group ANR 891

Paper Group ANR 891

October 17, 2019

SANTIS: Sampling-Augmented Neural neTwork with Incoherent Structure for MR image reconstruction. Brain Segmentation from k-space with End-to-end Recurrent Attention Network. Machine Learning in Network Centrality Measures: Tutorial and Outlook. Glyph: Symbolic Regression Tools. Beltrami-Net: Domain Independent Deep D-bar Learning for Absolute Imagi …
Paper Group ANR 892

Paper Group ANR 892

October 17, 2019

Recurrent Neural Networks based Obesity Status Prediction Using Activity Data. 3D Video Quality Assessment. Refacing: reconstructing anonymized facial features using GANs. Plug-In Stochastic Gradient Method. LinkNBed: Multi-Graph Representation Learning with Entity Linkage. Data-efficient Auto-tuning with Bayesian Optimization: An Industrial Contro …
Paper Group ANR 893

Paper Group ANR 893

October 17, 2019

Select, Attend, and Transfer: Light, Learnable Skip Connections. Semi-parametric Topological Memory for Navigation. Practical Algorithms for STV and Ranked Pairs with Parallel Universes Tiebreaking. Visual Saliency Maps Can Apply to Facial Expression Recognition. In-the-wild Facial Expression Recognition in Extreme Poses. Cross-database non-frontal …
Paper Group ANR 894

Paper Group ANR 894

October 17, 2019

A Framework in CRM Customer Lifecycle: Identify Downward Trend and Potential Issues Detection. Distributed Nonparametric Regression under Communication Constraints. Interpretable Latent Spaces for Learning from Demonstration. RARD II: The 94 Million Related-Article Recommendation Dataset. Nonnegative Matrix Factorization for Signal and Data Analyti …
Paper Group ANR 895

Paper Group ANR 895

October 17, 2019

Learning View Priors for Single-view 3D Reconstruction. Accelerated Labeling of Discrete Abstractions for Autonomous Driving Subject to LTL Specifications. Methods for Segmentation and Classification of Digital Microscopy Tissue Images. Compressive Regularized Discriminant Analysis of High-Dimensional Data with Applications to Microarray Studies. F …
Paper Group ANR 896

Paper Group ANR 896

October 17, 2019

An adaptive multiclass nearest neighbor classifier. Cooperative Multi-Agent Policy Gradients with Sub-optimal Demonstration. Intent Detection for code-mix utterances in task oriented dialogue systems. Deep Recurrent Electricity Theft Detection in AMI Networks with Random Tuning of Hyper-parameters. Distributed Stochastic Optimization via Adaptive S …
Paper Group ANR 897

Paper Group ANR 897

October 17, 2019

SaaS: Speed as a Supervisor for Semi-supervised Learning. Generalized Batch Normalization: Towards Accelerating Deep Neural Networks. Fully Point-wise Convolutional Neural Network for Modeling Statistical Regularities in Natural Images. Handling Adversarial Concept Drift in Streaming Data. Superconducting Optoelectronic Neurons IV: Transmitter Circ …
Paper Group ANR 898

Paper Group ANR 898

October 17, 2019

Transfer Learning with Deep CNNs for Gender Recognition and Age Estimation. GlymphVIS: Visualizing Glymphatic Transport Pathways Using Regularized Optimal Transport. A Fully Automated System for Sizing Nasal PAP Masks Using Facial Photographs. Joint Recognition of Handwritten Text and Named Entities with a Neural End-to-end Model. Supervised classi …
Paper Group ANR 899

Paper Group ANR 899

October 17, 2019

When Does Hillclimbing Fail on Monotone Functions: An entropy compression argument. Graph-Adaptive Pruning for Efficient Inference of Convolutional Neural Networks. A Statistical Method for Object Counting. Adaptive Representation Selection in Contextual Bandit. Do deep nets really need weight decay and dropout?. Admissible Time Series Motif Discov …
Paper Group ANR 900

Paper Group ANR 900

October 17, 2019

Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity. Deformable Object Tracking with Gated Fusion. KTAN: Knowledge Transfer Adversarial Network. Endoscopic navigation in the absence of CT imaging. Dense Multimodal Fusion for Hierarchically Joint Representation. Active image restoration. Finding Similar Medical Quest …
Paper Group ANR 901

Paper Group ANR 901

October 17, 2019

DID: Distributed Incremental Block Coordinate Descent for Nonnegative Matrix Factorization. Quit When You Can: Efficient Evaluation of Ensembles with Ordering Optimization. False Positive Reduction by Actively Mining Negative Samples for Pulmonary Nodule Detection in Chest Radiographs. Adversarial Attacks and Defences: A Survey. Convolutional Neura …
Paper Group ANR 902

Paper Group ANR 902

October 17, 2019

Neural Variational Hybrid Collaborative Filtering. Dynamic learning rate using Mutual Information. Algorithmic Linearly Constrained Gaussian Processes. A Fuzzy Community-Based Recommender System Using PageRank. Can Image Enhancement be Beneficial to Find Smoke Images in Laparoscopic Surgery?. Versatile Auxiliary Regressor with Generative Adversaria …
Paper Group ANR 903

Paper Group ANR 903

October 17, 2019

Semi-Supervised Deep Metrics for Image Registration. Thermal to Visible Synthesis of Face Images using Multiple Regions. Online Decomposition of Compressive Streaming Data Using $n$-$\ell_1$ Cluster-Weighted Minimization. On the Ambiguity of Registration Uncertainty. Improving Nighttime Retrieval-Based Localization. Integrating Weakly Supervised Wo …
Paper Group ANR 904

Paper Group ANR 904

October 17, 2019

Ranking CGANs: Subjective Control over Semantic Image Attributes. A Non-Technical Survey on Deep Convolutional Neural Network Architectures. Attention-Aware Generative Adversarial Networks (ATA-GANs). One Network to Solve All ROIs: Deep Learning CT for Any ROI using Differentiated Backprojection. Efficient sampling for Gaussian linear regression wi …
Paper Group ANR 905

Paper Group ANR 905

October 17, 2019

Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments. Fast Face Image Synthesis with Minimal Training. Evaluation of Feature Detector-Descriptor for Real Object Matching under Various Conditions of Ilumination and Affine Transformation. A Theory of Statistical Inference for Ensuring the Robustness of Scienti …