[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 791
January 28, 2020

Paper Group ANR 791

On Physical Adversarial Patches for Object Detection. MRCNet: Crowd Counting and Density Map Estimation in Aerial and Ground Imagery. Author Profiling for Hate Speech Detection. DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections. Distributed Metropolis Sampler with Optimal Parallelism. Trouble on the Horizon: F …

Paper Group ANR 792

Paper Group ANR 792

January 28, 2020

CreditPrint: Credit Investigation via Geographic Footprints by Deep Learning. Towards Learning to Detect and Predict Contact Events on Vision-based Tactile Sensors. Optical Flow Techniques for Facial Expression Analysis: Performance Evaluation and Improvements. SegMap: Segment-based mapping and localization using data-driven descriptors. A Comparat …
Paper Group ANR 793

Paper Group ANR 793

January 28, 2020

Detecting Unknown Behaviors by Pre-defined Behaviours: An Bayesian Non-parametric Approach. Multi-Scale Quasi-RNN for Next Item Recommendation. RECAL: Reuse of Established CNN classifer Apropos unsupervised Learning paradigm. Towards End-to-End Text Spotting in Natural Scenes. Understanding 3D CNN Behavior for Alzheimer’s Disease Diagnosis from Bra …
Paper Group ANR 794

Paper Group ANR 794

January 28, 2020

Joint Diacritization, Lemmatization, Normalization, and Fine-Grained Morphological Tagging. Trace-back Along Capsules and Its Application on Semantic Segmentation. Multi-Product Dynamic Pricing in High-Dimensions with Heterogenous Price Sensitivity. Predicting human decisions with behavioral theories and machine learning. Deep Reinforcement Learnin …
Paper Group ANR 795

Paper Group ANR 795

January 28, 2020

Two-layer Near-lossless HDR Coding with Backward Compatibility to JPEG. Perturbation Validation: A New Heuristic to Validate Machine Learning Models. CNN based Extraction of Panels/Characters from Bengali Comic Book Page Images. PointNLM: Point Nonlocal-Means for vegetation segmentation based on middle echo point clouds. The Effect of Visual Design …
Paper Group ANR 796

Paper Group ANR 796

January 28, 2020

GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild. Sim2real transfer learning for 3D human pose estimation: motion to the rescue. Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation. Bayesian Inference of Spacecraft Pose using …
Paper Group ANR 797

Paper Group ANR 797

January 28, 2020

Symphony of high-dimensional brain. Deep-learning-based Breast CT for Radiation Dose Reduction. Neuromorphic Electronic Systems for Reservoir Computing. Approximation Rates for Neural Networks with General Activation Functions. AugFPN: Improving Multi-scale Feature Learning for Object Detection. Learning to Score Behaviors for Guided Policy Optimiz …
Paper Group ANR 798

Paper Group ANR 798

January 28, 2020

Applications of Nature-Inspired Algorithms for Dimension Reduction: Enabling Efficient Data Analytics. Simultaneous Detection and Removal of Dynamic Objects in Multi-view Images. Training Object Detectors from Few Weakly-Labeled and Many Unlabeled Images. Modeling Vocabulary for Big Code Machine Learning. Playing a Strategy Game with Knowledge-Base …
Paper Group ANR 799

Paper Group ANR 799

January 28, 2020

Neural ODEs for Image Segmentation with Level Sets. Q-Learning Based Aerial Base Station Placement for Fairness Enhancement in Mobile Networks. One-Class Convolutional Neural Network. Representation Learning with Autoencoders for Electronic Health Records: A Comparative Study. RespNet: A deep learning model for extraction of respiration from photop …
Paper Group ANR 800

Paper Group ANR 800

January 28, 2020

Noisy multi-label semi-supervised dimensionality reduction. a novel cross-lingual voice cloning approach with a few text-free samples. Spectral-GANs for High-Resolution 3D Point-cloud Generation. Boundary-Aware Salient Object Detection via Recurrent Two-Stream Guided Refinement Network. Transferring knowledge from monitored to unmonitored areas for …
Paper Group ANR 801

Paper Group ANR 801

January 28, 2020

The Ant Swarm Neuro-Evolution Procedure for Optimizing Recurrent Networks. Few-shot Adaptive Faster R-CNN. Semi-Supervised Multitask Learning on Multispectral Satellite Images Using Wasserstein Generative Adversarial Networks (GANs) for Predicting Poverty. Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems. Improvin …
Paper Group ANR 802

Paper Group ANR 802

January 28, 2020

Kernel Optimal Orthogonality Weighting: A Balancing Approach to Estimating Effects of Continuous Treatments. Learning Shared Encoding Representation for End-to-End Speech Recognition Models. Fixed-price Diffusion Mechanism Design. Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder Models. Improving noise robustn …
Paper Group ANR 803

Paper Group ANR 803

January 28, 2020

Confidence intervals for class prevalences under prior probability shift. A New Few-shot Segmentation Network Based on Class Representation. Deep Probabilistic Surrogate Networks for Universal Simulator Approximation. Universal Marginaliser for Deep Amortised Inference for Probabilistic Programs. Virtual Piano using Computer Vision. Strengthening t …
Paper Group ANR 804

Paper Group ANR 804

January 28, 2020

Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization. LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data. WaveCycleGAN2: Time-domain Neural Post-filter for Speech Waveform Generation. Regularized Estimation of High-Dimensional Vector AutoRegressions with Weakly Dependent Innovati …
Paper Group ANR 805

Paper Group ANR 805

January 28, 2020

Triple Generative Adversarial Networks. Convolutional neural network for detection and classification of seizures in clinical data. Convolutional Neural Networks for Automatic Meter Reading. The Materials Science Procedural Text Corpus: Annotating Materials Synthesis Procedures with Shallow Semantic Structures. Towards Inconsistency Measurement in …
Paper Group ANR 806

Paper Group ANR 806

January 28, 2020

CUNI Systems for the Unsupervised News Translation Task in WMT 2019. MCTS-based Automated Negotiation Agent. Ensemble Clustering for Graphs: Comparisons and Applications. Fair Near Neighbor Search: Independent Range Sampling in High Dimensions. Dealing with Sparse Rewards in Reinforcement Learning. Transferable End-to-End Aspect-based Sentiment Ana …
Paper Group ANR 807

Paper Group ANR 807

January 28, 2020

Large-Scale Statistical Survey of Magnetopause Reconnection. Optimally Compressed Nonparametric Online Learning. Deep learning languages: a key fundamental shift from probabilities to weights?. An Information Extraction and Knowledge Graph Platform for Accelerating Biochemical Discoveries. Dynamic Interaction-Aware Scene Understanding for Reinforce …
Paper Group ANR 808

Paper Group ANR 808

January 28, 2020

It could be worse, it could be raining: reliable automatic meteorological forecasting. Optimal Learning of Mallows Block Model. Deep Learning for Vertex Reconstruction of Neutrino-Nucleus Interaction Events with Combined Energy and Time Data. Predicted disease compositions of human gliomas estimated from multiparametric MRI can predict endothelial …
Paper Group ANR 809

Paper Group ANR 809

January 28, 2020

Accelerating Mini-batch SARAH by Step Size Rules. FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions. Real-time texturing for 6D object instance detection from RGB Images. Toward Automated Website Classification by Deep Learning. PT-CoDE: Pre-trained Context-Dependent Encoder for Utterance-level Emotion …
Paper Group ANR 810

Paper Group ANR 810

January 28, 2020

Semantic Segmentation for Compound figures. Automating concept-drift detection by self-evaluating predictive model degradation. Multi-owner Secure Encrypted Search Using Searching Adversarial Networks. Speech-driven facial animation using polynomial fusion of features. Visual Appearance Based Person Retrieval in Unconstrained Environment Videos. Ca …
Paper Group ANR 811

Paper Group ANR 811

January 28, 2020

Decision Support System for Detection and Classification of Skin Cancer using CNN. Adversarial Networks for Camera Pose Regression and Refinement. Winner-Take-All Computation in Spiking Neural Networks. Seeing What a GAN Cannot Generate. Neural Replicator Dynamics. Robot Navigation in Crowds by Graph Convolutional Networks with Attention Learned fr …
Paper Group ANR 812

Paper Group ANR 812

January 28, 2020

Deep Learning with Persistent Homology for Orbital Angular Momentum (OAM) Decoding. Deep Structured Implicit Functions. Multiway clustering via tensor block models. Big Bidirectional Insertion Representations for Documents. Neural Collision Clearance Estimator for Fast Robot Motion Planning. Control of nonlinear, complex and black-boxed greenhouse …
Paper Group ANR 813

Paper Group ANR 813

January 28, 2020

Concepts and Applications of Conformal Prediction in Computational Drug Discovery. Sparse hierarchical representation learning on molecular graphs. Statistical and machine learning ensemble modelling to forecast sea surface temperature. Exploiting Temporality for Semi-Supervised Video Segmentation. Action Anticipation for Collaborative Environments …
Paper Group ANR 814

Paper Group ANR 814

January 28, 2020

Scaling Up Collaborative Filtering Data Sets through Randomized Fractal Expansions. Data Exploration and Validation on dense knowledge graphs for biomedical research. Adaptive Artificial Intelligent Q&A Platform. Making Good on LSTMs’ Unfulfilled Promise. An Adversarial Learning Framework For A Persona-Based Multi-Turn Dialogue Model. CommentsRadar …
Paper Group ANR 815

Paper Group ANR 815

January 28, 2020

Deep Learning based Cephalometric Landmark Identification using Landmark-dependent Multi-scale Patches. PILS: Exploring high-order neighborhoods by pattern mining and injection. Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving. A novel classification-selection approach for the self updating of template-based face recognition syst …
Paper Group ANR 816

Paper Group ANR 816

January 28, 2020

Low-light Image Enhancement Algorithm Based on Retinex and Generative Adversarial Network. Context-Aware Automatic Occlusion Removal. FAN: Feature Adaptation Network for Surveillance Face Recognition and Normalization. When redundancy is useful: A Bayesian approach to ‘overinformative’ referring expressions. Mis-classified Vector Guided Softmax Los …
Paper Group ANR 817

Paper Group ANR 817

January 28, 2020

3D Dense Face Alignment via Graph Convolution Networks. Schema Matching using Machine Learning. Analyzing the Interpretability Robustness of Self-Explaining Models. Synaptic Delays for Temporal Feature Detection in Dynamic Neuromorphic Processors. Asymmetric Impurity Functions, Class Weighting, and Optimal Splits for Binary Classification Trees. ba …
Paper Group ANR 818

Paper Group ANR 818

January 28, 2020

Semantic Source Code Search: A Study of the Past and a Glimpse at the Future. Short-term prediction of Electricity Outages Caused by Convective Storms. Tight Kernel Query Complexity of Kernel Ridge Regression and Kernel $k$-means Clustering. It’s All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution. Mental Task C …