[PAPER]@Telematika

Awesome Open-Access Papers

Paper Group ANR 483
May 5, 2019

Paper Group ANR 483

Action2Activity: Recognizing Complex Activities from Sensor Data. Mining Discriminative Triplets of Patches for Fine-Grained Classification. Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control. Hyperspectral Subspace Identification Using SURE. Loss-aware Binarization of Deep Networks. Ups and Downs: Modeling the V …

Paper Group ANR 484

Paper Group ANR 484

May 5, 2019

Visual Question: Predicting If a Crowd Will Agree on the Answer. A Hybrid Approach to Query Answering under Expressive Datalog+/-. Efficient Hill-Climber for Multi-Objective Pseudo-Boolean Optimization. Spatial Pyramid Convolutional Neural Network for Social Event Detection in Static Image. Photometric Bundle Adjustment for Vision-Based SLAM. First …
Paper Group ANR 485

Paper Group ANR 485

May 5, 2019

High dimensional thresholded regression and shrinkage effect. Grid-like structure is optimal for path integration. Adaptive Training of Random Mapping for Data Quantization. Feature Learning from Spectrograms for Assessment of Personality Traits. A Novel Approach for Data-Driven Automatic Site Recommendation and Selection. Non-Central Catadioptric …
Paper Group ANR 486

Paper Group ANR 486

May 5, 2019

Optimal Inference in Crowdsourced Classification via Belief Propagation. Analysis of opinionated text for opinion mining. Linear Thompson Sampling Revisited. Using Deep Q-Learning to Control Optimization Hyperparameters. Community Recovery in Graphs with Locality. Bridging Medical Data Inference to Achilles Tendon Rupture Rehabilitation. An Experim …
Paper Group ANR 487

Paper Group ANR 487

May 5, 2019

Design of Image Matched Non-Separable Wavelet using Convolutional Neural Network. Learning Fully Convolutional Networks for Iterative Non-blind Deconvolution. Black-box optimization with a politician. Enabling Bio-Plausible Multi-level STDP using CMOS Neurons with Dendrites and Bistable RRAMs. Unified Statistical Theory of Spectral Graph Analysis. …
Paper Group ANR 488

Paper Group ANR 488

May 5, 2019

Hierarchical image simplification and segmentation based on Mumford-Shah-salient level line selection. MetaGrad: Multiple Learning Rates in Online Learning. Chi-squared Amplification: Identifying Hidden Hubs. Enabling Factor Analysis on Thousand-Subject Neuroimaging Datasets. Validation, comparison, and combination of algorithms for automatic detec …
Paper Group ANR 489

Paper Group ANR 489

May 5, 2019

No bad local minima: Data independent training error guarantees for multilayer neural networks. Learning Gaussian Graphical Models With Fractional Marginal Pseudo-likelihood. Accelerating Deep Learning with Shrinkage and Recall. Neural Coarse-Graining: Extracting slowly-varying latent degrees of freedom with neural networks. Correct classification …
Paper Group ANR 490

Paper Group ANR 490

May 5, 2019

Computational Mapping of the Ground Reflectivity with Laser Scanners. Artificial Neural Networks for Detection of Malaria in RBCs. Pattern recognition on the quantum Bloch sphere. Semi-Supervised Learning with the Deep Rendering Mixture Model. Density Estimation with Distribution Element Trees. Large Margin Nearest Neighbor Classification using Cur …
Paper Group ANR 491

Paper Group ANR 491

May 5, 2019

Complexity of Manipulation with Partial Information in Voting. Hippocampus Temporal Lobe Epilepsy Detection using a Combination of Shape-based Features and Spherical Harmonics Representation. Curie: A method for protecting SVM Classifier from Poisoning Attack. Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology A …
Paper Group ANR 492

Paper Group ANR 492

May 5, 2019

Localizing by Describing: Attribute-Guided Attention Localization for Fine-Grained Recognition. Target-Side Context for Discriminative Models in Statistical Machine Translation. Solve-Select-Scale: A Three Step Process For Sparse Signal Estimation. Learning to Learn Neural Networks. Predicting Drug Interactions and Mutagenicity with Ensemble Classi …
Paper Group ANR 493

Paper Group ANR 493

May 5, 2019

Machine Learning Techniques and Applications For Ground-based Image Analysis. Do Cascades Recur?. Classification of Alzheimer’s Disease Structural MRI Data by Deep Learning Convolutional Neural Networks. Learning in Games: Robustness of Fast Convergence. CoPaSul Manual - Contour-based parametric and superpositional intonation stylization. Deep-Lear …
Paper Group ANR 494

Paper Group ANR 494

May 5, 2019

Efficient Classification of Multi-Labelled Text Streams by Clashing. Compliance-Aware Bandits. Self-Correcting Models for Model-Based Reinforcement Learning. An Artificial Neural Networks based Temperature Prediction Framework for Network-on-Chip based Multicore Platform. Uncovering Voice Misuse Using Symbolic Mismatch. What is the Best Way for Ext …
Paper Group ANR 495

Paper Group ANR 495

May 5, 2019

Spectrally Grouped Total Variation Reconstruction for Scatter Imaging Using ADMM. Compressive phase-only filtering at extreme compression rates. Coupling Distributed and Symbolic Execution for Natural Language Queries. Learnt quasi-transitive similarity for retrieval from large collections of faces. End-to-End Image Super-Resolution via Deep and Sh …
Paper Group ANR 496

Paper Group ANR 496

May 5, 2019

Iterative Judgment Aggregation. The geometry of learning. Comparing Convolutional Neural Networks to Traditional Models for Slot Filling. Group Sparse Regularization for Deep Neural Networks. An Adaptive Psychoacoustic Model for Automatic Speech Recognition. Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism. Direc …
Paper Group ANR 497

Paper Group ANR 497

May 5, 2019

Bayesian Modeling of Motion Perception using Dynamical Stochastic Textures. Monocular Urban Localization using Street View. Patch-based Texture Synthesis for Image Inpainting. Efficient Parallel Learning of Word2Vec. Robust Contextual Outlier Detection: Where Context Meets Sparsity. Efficient Splitting-based Method for Global Image Smoothing. A Fea …
Paper Group ANR 498

Paper Group ANR 498

May 5, 2019

Linear Classification of data with Support Vector Machines and Generalized Support Vector Machines. Design of false color palettes for grayscale reproduction. Pieces-of-parts for supervoxel segmentation with global context: Application to DCE-MRI tumour delineation. Model-Driven Feed-Forward Prediction for Manipulation of Deformable Objects. Simula …
Paper Group ANR 499

Paper Group ANR 499

May 5, 2019

Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing. A Data-Driven Approach for Semantic Role Labeling from Induced Grammar Structures in Language. Learning to Reason With Adaptive Computation. Drug response prediction by inferring pathway-response associations with Kernelized Bayesian Matrix Factorization. ABtree: An Algorithm fo …
Paper Group ANR 500

Paper Group ANR 500

May 5, 2019

Learning the Roots of Visual Domain Shift. An approach to dealing with missing values in heterogeneous data using k-nearest neighbors. Tuning parameter calibration for $\ell_1$-regularized logistic regression. Cognitive Discriminative Mappings for Rapid Learning. Activity Networks with Delays An application to toxicity analysis. Bipolar Weighted Ar …
Paper Group ANR 501

Paper Group ANR 501

May 5, 2019

Feature-Area Optimization: A Novel SAR Image Registration Method. Fast Domain Adaptation for Neural Machine Translation. Message Passing Multi-Agent GANs. Evolutionary Image Transition Based on Theoretical Insights of Random Processes. What Do Recurrent Neural Network Grammars Learn About Syntax?. Enhanced Factored Three-Way Restricted Boltzmann Ma …
Paper Group ANR 502

Paper Group ANR 502

May 5, 2019

Scale-Free Online Learning. Unanimous Prediction for 100% Precision with Application to Learning Semantic Mappings. A Novel Method for the Extrinsic Calibration of a 2D Laser Rangefinder and a Camera. Classification with Repulsion Tensors: A Case Study on Face Recognition. Shape Distributions of Nonlinear Dynamical Systems for Video-based Inference …
Paper Group ANR 503

Paper Group ANR 503

May 5, 2019

On Support Relations and Semantic Scene Graphs. The MGB-2 Challenge: Arabic Multi-Dialect Broadcast Media Recognition. Matrix Variate RBM and Its Applications. Knowledge Distillation for Small-footprint Highway Networks. Bending the Curve: Improving the ROC Curve Through Error Redistribution. Copeland Dueling Bandit Problem: Regret Lower Bound, Opt …
Paper Group ANR 504

Paper Group ANR 504

May 5, 2019

PageRank in Malware Categorization. SimTensor: A synthetic tensor data generator. Normative Multiagent Systems: A Dynamic Generalization. OpenCL-accelerated object classification in video streams using Spatial Pooler of Hierarchical Temporal Memory. A topological insight into restricted Boltzmann machines. Entropy/IP: Uncovering Structure in IPv6 A …
Paper Group ANR 505

Paper Group ANR 505

May 5, 2019

Audio Event and Scene Recognition: A Unified Approach using Strongly and Weakly Labeled Data. Indoor Space Recognition using Deep Convolutional Neural Network: A Case Study at MIT Campus. Seeing with Humans: Gaze-Assisted Neural Image Captioning. N-gram Opcode Analysis for Android Malware Detection. Cascaded Subpatch Networks for Effective CNNs. Th …
Paper Group ANR 506

Paper Group ANR 506

May 5, 2019

Probably Approximately Correct Greedy Maximization. Approximate Counting, the Lovasz Local Lemma and Inference in Graphical Models. It’s about time: Online Macrotask Sequencing in Expert Crowdsourcing. Capturing divergence in dependency trees to improve syntactic projection. Gesture-based Bootstrapping for Egocentric Hand Segmentation. The Multi-fi …
Paper Group ANR 507

Paper Group ANR 507

May 5, 2019

Transfer Learning for Endoscopic Image Classification. Parameter Compression of Recurrent Neural Networks and Degradation of Short-term Memory. Using Self-Contradiction to Learn Confidence Measures in Stereo Vision. TabMCQ: A Dataset of General Knowledge Tables and Multiple-choice Questions. Multi-source Hierarchical Prediction Consolidation. Impro …
Paper Group ANR 508

Paper Group ANR 508

May 5, 2019

On Sampling and Greedy MAP Inference of Constrained Determinantal Point Processes. Random matrices meet machine learning: a large dimensional analysis of LS-SVM. Smart broadcasting: Do you want to be seen?. Detecting weak changes in dynamic events over networks. Noisy subspace clustering via matching pursuits. Alzheimer’s Disease Diagnostics by a D …
Paper Group ANR 509

Paper Group ANR 509

May 5, 2019

The ImageNet Shuffle: Reorganized Pre-training for Video Event Detection. Super-resolution Reconstruction of SAR Image based on Non-Local Means Denoising Combined with BP Neural Network. Construction of extended 3D field of views of the internal bladder wall surface: a proof of concept. Constraint matrix factorization for space variant PSFs field r …
Paper Group ANR 510

Paper Group ANR 510

May 5, 2019

On the Relationship between Online Gaussian Process Regression and Kernel Least Mean Squares Algorithms. Classification of Neurological Gait Disorders Using Multi-task Feature Learning. Applying Deep Learning to the Newsvendor Problem. Predicting First Impressions with Deep Learning. Generating captions without looking beyond objects. SPiKeS: Super …