Time Series

Paper Group ANR 667

Paper Group ANR 667

July 27, 2019

Distributed Unmixing of Hyperspectral Data With Sparsity Constraint. Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space. pyLEMMINGS: Large Margin Multiple Instance Classification and Ranking for Bioinformatics Applications. 3D Object Classification via Spherical Projections. PROBE: Predi …
Paper Group ANR 671

Paper Group ANR 671

July 27, 2019

Effective Strategies in Zero-Shot Neural Machine Translation. SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation. Blind nonnegative source separation using biological neural networks. Pushing the envelope in deep visual recognition for mobile platforms. Predictive State Recurrent Neural Networks. Cross-Platform Emoji Interp …
Paper Group ANR 677

Paper Group ANR 677

July 27, 2019

Developpement de Methodes Automatiques pour la Reutilisation des Composants Logiciels. From Depth Data to Head Pose Estimation: a Siamese approach. High Five: Improving Gesture Recognition by Embracing Uncertainty. Distributed Bayesian Matrix Factorization with Limited Communication. Using Deep Convolutional Networks for Gesture Recognition in Amer …
Paper Group ANR 686

Paper Group ANR 686

July 27, 2019

Achieving the time of $1$-NN, but the accuracy of $k$-NN. Recent Advances in Features Extraction and Description Algorithms: A Comprehensive Survey. Does mitigating ML’s impact disparity require treatment disparity?. Centrality measures for graphons: Accounting for uncertainty in networks. Automatic Response Assessment in Regions of Language Cortex …
Paper Group ANR 688

Paper Group ANR 688

July 27, 2019

Building a Syllable Database to Solve the Problem of Khmer Word Segmentation. DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction. Dual Skipping Networks. Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic Gradient Riemannian MCMC. Deep De-Aliasing for Fast Compressive Sensing MRI. A World of Difference: Div …
Paper Group ANR 696

Paper Group ANR 696

July 27, 2019

Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid. Compression-Based Regularization with an Application to Multi-Task Learning. Deep Learning the Ising Model Near Criticality. Nonsmooth Analysis and Subgradient Methods for Averaging in Dynamic Time Warping Spaces. Fishing for Clickbaits in Social Images and Text …
Paper Group ANR 702

Paper Group ANR 702

July 27, 2019

An In-field Automatic Wheat Disease Diagnosis System. Neural Machine Translation by Generating Multiple Linguistic Factors. Color Orchestra: Ordering Color Palettes for Interpolation and Prediction. Restoration of Atmospheric Turbulence-distorted Images via RPCA and Quasiconformal Maps. Shared Learning : Enhancing Reinforcement in $Q$-Ensembles. Pr …
Paper Group ANR 710

Paper Group ANR 710

July 27, 2019

Predicting Remaining Useful Life using Time Series Embeddings based on Recurrent Neural Networks. Path Planning with Kinematic Constraints for Robot Groups. Deep Sparse Coding Using Optimized Linear Expansion of Thresholds. A multiobjective deep learning approach for predictive classification in Neuroblastoma. Learning the structure of Bayesian Net …
Paper Group ANR 713

Paper Group ANR 713

July 27, 2019

Weakly Supervised Object Discovery by Generative Adversarial & Ranking Networks. Tensor Representation in High-Frequency Financial Data for Price Change Prediction. Distribution System Voltage Control under Uncertainties using Tractable Chance Constraints. Bag-Level Aggregation for Multiple Instance Active Learning in Instance Classification Proble …
Paper Group ANR 716

Paper Group ANR 716

July 27, 2019

Consistencies and inconsistencies between model selection and link prediction in networks. Predicting Disease-Gene Associations using Cross-Document Graph-based Features. Channel masking for multivariate time series shapelets. Design of the Artificial: lessons from the biological roots of general intelligence. An ILP Solver for Multi-label MRFs wit …
Paper Group ANR 717

Paper Group ANR 717

July 27, 2019

Robust Incremental Neural Semantic Graph Parsing. Cross-modal Recurrent Models for Weight Objective Prediction from Multimodal Time-series Data. Boosting the kernelized shapelets: Theory and algorithms for local features. Proportional Representation in Vote Streams. The Price of Differential Privacy For Online Learning. Worst-case vs Average-case D …
Paper Group ANR 718

Paper Group ANR 718

July 27, 2019

Feature Tracking Cardiac Magnetic Resonance via Deep Learning and Spline Optimization. From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis. Event Stream-Based Process Discovery using Abstract Representations. High Voltage Insulator Surface Evaluation Using Image Processing. Factoring Exogenous State for M …
Paper Group ANR 719

Paper Group ANR 719

July 27, 2019

Online Video Deblurring via Dynamic Temporal Blending Network. The Cafe Wall Illusion: Local and Global Perception from multiple scale to multiscale. Adversarial Training for Disease Prediction from Electronic Health Records with Missing Data. Learning what to look in chest X-rays with a recurrent visual attention model. Scalable Joint Models for R …
Paper Group ANR 720

Paper Group ANR 720

July 27, 2019

Feature versus Raw Sequence: Deep Learning Comparative Study on Predicting Pre-miRNA. Joint Max Margin and Semantic Features for Continuous Event Detection in Complex Scenes. A New 3D Method to Segment the Lumbar Vertebral Bodies and to Determine Bone Mineral Density and Geometry. Data Decisions and Theoretical Implications when Adversarially Learn …
Paper Group ANR 728

Paper Group ANR 728

July 27, 2019

Sequence to Sequence Learning for Event Prediction. Solving differential equations with unknown constitutive relations as recurrent neural networks. Structured Black Box Variational Inference for Latent Time Series Models. Single-trial P300 Classification using PCA with LDA, QDA and Neural Networks. Rotational Subgroup Voting and Pose Clustering fo …
Paper Group ANR 734

Paper Group ANR 734

July 27, 2019

SyntaxNet Models for the CoNLL 2017 Shared Task. Predictive Coding for Dynamic Visual Processing: Development of Functional Hierarchy in a Multiple Spatio-Temporal Scales RNN Model. Evolution in Virtual Worlds. Deep Over-sampling Framework for Classifying Imbalanced Data. A Machine Learning Based Intrusion Detection System for Software Defined 5G N …
Paper Group ANR 741

Paper Group ANR 741

July 27, 2019

Tracking the Trackers: An Analysis of the State of the Art in Multiple Object Tracking. Few-Shot Adversarial Domain Adaptation. Exploring Human-like Attention Supervision in Visual Question Answering. Network Vector: Distributed Representations of Networks with Global Context. Tree-Structured Neural Machine for Linguistics-Aware Sentence Generation …
Paper Group ANR 745

Paper Group ANR 745

July 27, 2019

Regret Analysis for Continuous Dueling Bandit. Bandits with Movement Costs and Adaptive Pricing. Improving Content-Invariance in Gated Autoencoders for 2D and 3D Object Rotation. Diversification-Based Learning in Computing and Optimization. Deep Reinforcement Learning for High Precision Assembly Tasks. Discriminant Projection Representation-based C …
Paper Group ANR 747

Paper Group ANR 747

July 27, 2019

The Heterogeneous Ensembles of Standard Classification Algorithms (HESCA): the Whole is Greater than the Sum of its Parts. 3D Object Discovery and Modeling Using Single RGB-D Images Containing Multiple Object Instances. Stage 4 validation of the Satellite Image Automatic Mapper lightweight computer program for Earth observation Level 2 product gene …
Paper Group ANR 748

Paper Group ANR 748

July 27, 2019

Motion Artifact Detection in Confocal Laser Endomicroscopy Images. Rapid Adaptation with Conditionally Shifted Neurons. Natural Language Inference from Multiple Premises. On the Power of Learning from $k$-Wise Queries. Interpreting Deep Visual Representations via Network Dissection. DeepSketch2Face: A Deep Learning Based Sketching System for 3D Fac …
Paper Group ANR 749

Paper Group ANR 749

July 27, 2019

A Lightweight Regression Method to Infer Psycholinguistic Properties for Brazilian Portuguese. Best Practices in Convolutional Networks for Forward-Looking Sonar Image Recognition. A Semantic QA-Based Approach for Text Summarization Evaluation. Bridging Saliency Detection to Weakly Supervised Object Detection Based on Self-paced Curriculum Learning …
Paper Group ANR 754

Paper Group ANR 754

July 26, 2019

Sparse Multi-Output Gaussian Processes for Medical Time Series Prediction. Exploiting Convolution Filter Patterns for Transfer Learning. Additive Models with Trend Filtering. Pose-based Deep Gait Recognition. Graph Regularized Tensor Sparse Coding for Image Representation. Linear-Time Algorithm in Bayesian Image Denoising based on Gaussian Markov R …
Paper Group ANR 755

Paper Group ANR 755

July 26, 2019

Bayesian System Identification based on Hierarchical Sparse Bayesian Learning and Gibbs Sampling with Application to Structural Damage Assessment. Representation Learning for Scale-free Networks. OBJ2TEXT: Generating Visually Descriptive Language from Object Layouts. Foreign-language Reviews: Help or Hindrance?. Modeling Musical Context with Word2v …
Paper Group ANR 757

Paper Group ANR 757

July 26, 2019

Analysing Errors of Open Information Extraction Systems. Hierarchical State Abstractions for Decision-Making Problems with Computational Constraints. Exploiting Points and Lines in Regression Forests for RGB-D Camera Relocalization. Unsupervised Classification of Intrusive Igneous Rock Thin Section Images using Edge Detection and Colour Analysis. P …
Paper Group ANR 762

Paper Group ANR 762

July 26, 2019

From Task Classification Towards Similarity Measures for Recommendation in Crowdsourcing Systems. A First Step in Combining Cognitive Event Features and Natural Language Representations to Predict Emotions. Krylov Subspace Recycling for Fast Iterative Least-Squares in Machine Learning. Beyond Parity: Fairness Objectives for Collaborative Filtering. …
Paper Group ANR 765

Paper Group ANR 765

July 26, 2019

Denoising Imaging Polarimetry by an Adapted BM3D Method. Cross-Domain Perceptual Reward Functions. Brain Responses During Robot-Error Observation. Video Captioning via Hierarchical Reinforcement Learning. Integer Echo State Networks: Hyperdimensional Reservoir Computing. Stochastic Separation Theorems. A Revisit on Deep Hashings for Large-scale Con …
Paper Group ANR 772

Paper Group ANR 772

July 26, 2019

Learning to Optimize Neural Nets. Query-guided Regression Network with Context Policy for Phrase Grounding. Parameter Reference Loss for Unsupervised Domain Adaptation. Insulin Regimen ML-based control for T2DM patients. From source to target and back: symmetric bi-directional adaptive GAN. Power Systems Data Fusion based on Belief Propagation. Lif …
Paper Group ANR 779

Paper Group ANR 779

July 26, 2019

Soft Correspondences in Multimodal Scene Parsing. Beyond triplet loss: a deep quadruplet network for person re-identification. Deep Interactive Region Segmentation and Captioning. Efficient learning with robust gradient descent. Dominant Sets for “Constrained” Image Segmentation. Survey of Visual Question Answering: Datasets and Techniques. Interac …