Adversarial Attacks on Deep Models for Financial Transaction Records Jun 15, 2021 Deep Learning Time Series Analysis
Code Code Available Modeling state-transition dynamics in resting-state brain signals by the hidden Markov and Gaussian mixture models Jan 23, 2020 Time Series Time Series Analysis
Code Code Available ProActive: Self-Attentive Temporal Point Process Flows for Activity Sequences Jun 10, 2022 Activity Recognition Prediction
Code Code Available Classification of Time-Series Images Using Deep Convolutional Neural Networks Oct 2, 2017 Classification General Classification
Code Code Available Trainable Time Warping: Aligning Time-Series in the Continuous-Time Domain Mar 21, 2019 General Classification Time Series
Code Code Available Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics Jul 31, 2019 Binary Classification Time Series Analysis
Code Code Available Modeling The Intensity Function Of Point Process Via Recurrent Neural Networks May 24, 2017 Point Processes Time Series
Code Code Available Deep learning-based deconvolution for interferometric radio transient reconstruction Jun 24, 2023 Astronomy Deep Learning
Code Code Available Probabilistic Deep Learning and Transfer Learning for Robust Cryptocurrency Price Prediction Jun 19, 2024 Probabilistic Deep Learning Stock Price Prediction
Code Code Available Understanding the Role of Weather Data for Earth Surface Forecasting using a ConvLSTM-based Model Jun 20, 2022 Earth Surface Forecasting Time Series
Code Code Available Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN Mar 29, 2019 Generative Adversarial Network Probabilistic Time Series Forecasting
Code Code Available Deep learning approach to Fourier ptychographic microscopy Apr 27, 2018 Deep Learning Generative Adversarial Network
Code Code Available Deep Learning Algorithms for Hedging with Frictions Nov 2, 2021 Deep Learning Time Series Analysis
Code Code Available A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction Apr 7, 2017 Time Series Time Series Analysis
Code Code Available tegdet: An extensible Python Library for Anomaly Detection using Time-Evolving Graphs Oct 17, 2022 Anomaly Detection Time Series
Code Code Available Concurrent Neural Network : A model of competition between times series Sep 30, 2020 Prediction Time Series
Code Code Available Understand Waiting Time in Transaction Fee Mechanism: An Interdisciplinary Perspective May 4, 2023 Causal Inference Computer Security
Code Code Available Deep Kalman Filters Nov 16, 2015 counterfactual Counterfactual Inference
Code Code Available Probabilistic prediction of the heave motions of a semi-submersible by a deep learning problem model Oct 9, 2021 Motion Compensation motion prediction
Code Code Available WATTNet: Learning to Trade FX via Hierarchical Spatio-Temporal Representation of Highly Multivariate Time Series Sep 24, 2019 Time Series Time Series Analysis
Code Code Available A Comparative Study of Gamma Markov Chains for Temporal Non-Negative Matrix Factorization Jun 23, 2020 Time Series Time Series Analysis
Code Code Available Wikipedia graph mining: dynamic structure of collective memory Oct 1, 2017 Articles Event Extraction
Code Code Available Deep inference of latent dynamics with spatio-temporal super-resolution using selective backpropagation through time Oct 29, 2021 Super-Resolution Time Series Analysis
Code Code Available Automated data-driven approach for gap filling in the time series using evolutionary learning Mar 1, 2021 Time Series Time Series Analysis
Code Code Available Modelling stellar activity with Gaussian process regression networks May 13, 2022 Gaussian Processes regression
Code Code Available Probabilistic sequential matrix factorization Oct 9, 2019 Imputation Multivariate Time Series Forecasting
Code Code Available Probabilistic Spatial Transformer Networks Apr 7, 2020 Data Augmentation Time Series
Code Code Available Modelling time-varying interactions in complex systems: the Score Driven Kinetic Ising Model Jul 30, 2020 Time Series Analysis
Code Code Available Temporal Attention augmented Bilinear Network for Financial Time-Series Data Analysis Dec 4, 2017 Time Series Time Series Analysis
Code Code Available Model Selection for Time Series Forecasting: Empirical Analysis of Different Estimators Apr 1, 2021 Model Selection Time Series
Code Code Available Model selection in reconciling hierarchical time series Oct 21, 2020 model Model Selection
Code Code Available SigGate: Enhancing Recurrent Neural Networks with Signature-Based Gating Mechanisms Feb 13, 2025 Time Series Analysis
Code Code Available Temporal Attention Augmented Bilinear Network for Financial Time Series Data Analysis May 5, 2019 Time Series Time Series Analysis
Code Code Available Deep Imbalanced Time-series Forecasting via Local Discrepancy Density Feb 27, 2023 Time Series Time Series Analysis
Code Code Available Evaluating time series forecasting models: An empirical study on performance estimation methods May 28, 2019 Time Series Time Series Analysis
Code Code Available Deep Hedging: Learning to Simulate Equity Option Markets Nov 5, 2019 Time Series Time Series Analysis
Code Code Available DeepGraviLens: a Multi-Modal Architecture for Classifying Gravitational Lensing Data May 2, 2022 Astronomy Image Classification
Code Code Available Classification of Time-Series Data Using Boosted Decision Trees Oct 1, 2021 Autonomous Driving Classification
Code Code Available AutoFITS: Automatic Feature Engineering for Irregular Time Series Dec 29, 2021 Feature Engineering Irregular Time Series
Code Code Available A Novel Skeleton-Based Human Activity Discovery Using Particle Swarm Optimization with Gaussian Mutation Jan 14, 2022 Activity Recognition Human Activity Recognition
Code Code Available Probability Paths and the Structure of Predictions over Time Jun 11, 2021 Time Series Analysis
Code Code Available Classification of simulated radio signals using Wide Residual Networks for use in the search for extra-terrestrial intelligence Mar 23, 2018 General Classification Time Series
Code Code Available VenoMave: Targeted Poisoning Against Speech Recognition Oct 21, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available The CoSTAR Block Stacking Dataset: Learning with Workspace Constraints Oct 27, 2018 6D Pose Estimation using RGBD Industrial Robots
Code Code Available Evaluating Temporal Observation-Based Causal Discovery Techniques Applied to Road Driver Behaviour Jan 31, 2023 Autonomous Driving Causal Discovery
Code Code Available Evaluating Short-Term Forecasting of Multiple Time Series in IoT Environments Jun 15, 2022 Decision Making Time Series
Code Code Available Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification Nov 29, 2021 BIG-bench Machine Learning Privacy Preserving
Code Code Available Process Model Forecasting Using Time Series Analysis of Event Sequence Data May 3, 2021 Time Series Time Series Analysis
Code Code Available Autoencoder-based Representation Learning from Heterogeneous Multivariate Time Series Data of Mechatronic Systems Apr 6, 2021 Representation Learning Time Series
Code Code Available Weighted Tensor Completion for Time-Series Causal Inference Feb 12, 2019 Causal Inference Time Series
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