Continuous Meta-Learning without Tasks Dec 18, 2019 image-classification Image Classification
Code Code Available On the Metrics and Adaptation Methods for Domain Divergences of sEMG-based Gesture Recognition Dec 18, 2019 Domain Adaptation Gesture Recognition
Code Code Available Feature engineering workflow for activity recognition from synchronized inertial measurement units Dec 18, 2019 Activity Recognition BIG-bench Machine Learning
Code Code Available Unsupervised Anomaly Detection in Stream Data with Online Evolving Spiking Neural Networks Dec 18, 2019 Anomaly Detection Time Series Analysis
— Unverified Water Supply Prediction Based on Initialized Attention Residual Network Dec 17, 2019 Prediction Time Series
— Unverified A posteriori Trading-inspired Model-free Time Series Segmentation Dec 16, 2019 Computational Efficiency Time Series
— Unverified Applying Deep Learning to Detect Traffic Accidents in Real Time Using Spatiotemporal Sequential Data Dec 15, 2019 Time Series Time Series Analysis
— Unverified Changes to the extreme and erratic behaviour of cryptocurrencies during COVID-19 Dec 12, 2019 Anomaly Detection Time Series
— Unverified GPRInvNet: Deep Learning-Based Ground Penetrating Radar Data Inversion for Tunnel Lining Dec 12, 2019 GPR Time Series Analysis
— Unverified CORAD: Correlation-Aware Compression of Massive Time Series using Sparse Dictionary Coding Dec 12, 2019 Autonomous Vehicles Data Compression
Code Code Available Containment strategies and statistical measures for the control of Bovine Viral Diarrhea spread in livestock trade networks Dec 12, 2019 Time Series Analysis
— Unverified Modified Computation of Correlation Integral for Analyzing Epileptic Signals Dec 12, 2019 Time Series Time Series Analysis
— Unverified Towards Better Forecasting by Fusing Near and Distant Future Visions Dec 11, 2019 Decoder Multivariate Time Series Forecasting
Code Code Available Deteção de estruturas permanentes a partir de dados de séries temporais Sentinel 1 e 2 Dec 11, 2019 Management Time Series
— Unverified Classification des Séries Temporelles Incertaines par Transformation Shapelet Dec 11, 2019 Classification General Classification
— Unverified The Wasserstein-Fourier Distance for Stationary Time Series Dec 11, 2019 Data Augmentation Dimensionality Reduction
Code Code Available Diffeomorphic Temporal Alignment Nets Dec 10, 2019 ECG Classification Electrocardiography (ECG)
Code Code Available Hidden Markov Model: Tutorial Dec 10, 2019 Action Recognition Bayesian Inference
— Unverified An empirical study of neural networks for trend detection in time series Dec 9, 2019 Time Series Time Series Analysis
— Unverified Machine learning models show similar performance to Renewables.ninja for generation of long-term wind power time series even without location information Dec 9, 2019 Time Series Time Series Analysis
— Unverified InfoCNF: An Efficient Conditional Continuous Normalizing Flow with Adaptive Solvers Dec 9, 2019 Conditional Image Generation Image Generation
— Unverified Data Exploration and Validation on dense knowledge graphs for biomedical research Dec 8, 2019 Knowledge Graphs Time Series
— Unverified Automatic Financial Feature Construction Dec 8, 2019 Data Augmentation Time Series Analysis
— Unverified Open-domain Event Extraction and Embedding for Natural Gas Market Prediction Dec 8, 2019 Event Extraction Sentence
Code Code Available Improved PAC-Bayesian Bounds for Linear Regression Dec 6, 2019 regression Time Series
— Unverified Modeling the Chlorophyll-a from Sea Surface Reflectance in West Africa by Deep Learning Methods: A Comparison of Multiple Algorithms Dec 6, 2019 Deep Learning Retrieval
— Unverified Using Machine Learning to Assess Short Term Causal Dependence and Infer Network Links Dec 5, 2019 BIG-bench Machine Learning Causal Inference
— Unverified Clustering Time-Series by a Novel Slope-Based Similarity Measure Considering Particle Swarm Optimization Dec 5, 2019 Clustering Dynamic Time Warping
— Unverified Reinforcement Learning with Convolutional Reservoir Computing Dec 5, 2019 reinforcement-learning Reinforcement Learning
— Unverified Warped Input Gaussian Processes for Time Series Forecasting Dec 5, 2019 Gaussian Processes Time Series
Code Code Available Detecting Hardly Visible Roads in Low-Resolution Satellite Time Series Data Dec 4, 2019 Ordinal Classification Time Series
— Unverified Regression with Uncertainty Quantification in Large Scale Complex Data Dec 4, 2019 Age Estimation regression
— Unverified Classifying Pattern and Feature Properties to Get a Θ(n) Checker and Reformulation for Sliding Time-Series Constraints Dec 3, 2019 Time Series Time Series Analysis
— Unverified Degenerative Adversarial NeuroImage Nets for Brain Scan Simulations: Application in Ageing and Dementia Dec 3, 2019 Image Quality Assessment Super-Resolution
— Unverified Work-in-progress: a deep learning strategy for I/O scheduling in storage systems Dec 3, 2019 Hardware Aware Neural Architecture Search Irregular Time Series
Code Code Available Differential Bayesian Neural Nets Dec 2, 2019 Time Series Time Series Analysis
— Unverified Capacity of the covariance perceptron Dec 2, 2019 Binary Classification Classification
— Unverified Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices Dec 1, 2019 Classification General Classification
Code Code Available Time-series Generative Adversarial Networks Dec 1, 2019 Time Series Time Series Analysis
— Unverified Machine learning applications in time series hierarchical forecasting Dec 1, 2019 BIG-bench Machine Learning Time Series
— Unverified Latent Ordinary Differential Equations for Irregularly-Sampled Time Series Dec 1, 2019 Time Series Time Series Analysis
Code Code Available Time-series Generative Adversarial Networks Dec 1, 2019 Time Series Time Series Analysis
— Unverified Learning Representations for Time Series Clustering Dec 1, 2019 Anomaly Detection Clustering
Code Code Available Perceiving the arrow of time in autoregressive motion Dec 1, 2019 Causal Inference Time Series Analysis
— Unverified Unsupervised Discovery of Temporal Structure in Noisy Data with Dynamical Components Analysis Dec 1, 2019 Computational Efficiency Dimensionality Reduction
Code Code Available ODE2VAE: Deep generative second order ODEs with Bayesian neural networks Dec 1, 2019 Imputation motion prediction
Code Code Available Training Distributed Deep Recurrent Neural Networks with Mixed Precision on GPU Clusters Nov 30, 2019 GPU Time Series
— Unverified Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019 Nov 29, 2019 Systematic Literature Review Time Series
— Unverified On model selection for scalable time series forecasting in transport networks Nov 29, 2019 Clustering Deep Learning
— Unverified A Multilayered Block Network Model to Forecast Large Dynamic Transportation Graphs: an Application to US Air Transport Nov 29, 2019 Bayesian Inference Data Augmentation
— Unverified 