{"total":16,"rows":[{"id":"2309.00638","title":"Generative AI for End-to-End Limit Order Book Modelling: A Token-Level Autoregressive Generative Model of Message Flow Using a Deep State Space Network","created":"2023-08-23","cited_by_count":20,"area":null},{"id":"2503.10198","title":"Deep Learning for Time Series Forecasting: A Survey","created":"2025-03-13","cited_by_count":10,"area":null},{"id":"2201.08671","title":"Random Noise vs State-of-the-Art Probabilistic Forecasting Methods : A Case Study on CRPS-Sum Discrimination Ability","created":"2022-01-21","cited_by_count":7,"area":null},{"id":"2206.08406","title":"Predicting Hate Intensity of Twitter Conversation Threads","created":"2022-06-16","cited_by_count":7,"area":null},{"id":"2312.08248","title":"A Survey of Generative AI for Intelligent Transportation Systems: Road Transportation Perspective","created":"2023-12-13","cited_by_count":6,"area":null},{"id":"2312.11714","title":"Time-Transformer: Integrating Local and Global Features for Better Time Series Generation (Extended Version)","created":"2023-12-18","cited_by_count":6,"area":null},{"id":"2112.08060","title":"Leveraging Image-based Generative Adversarial Networks for Time Series Generation","created":"2021-12-15","cited_by_count":4,"area":null},{"id":"2207.00493","title":"Simulating financial time series using attention","created":"2022-07-01","cited_by_count":4,"area":null},{"id":"2101.08675","title":"Adversarial Machine Learning in Text Analysis and Generation","created":"2021-01-14","cited_by_count":2,"area":null},{"id":"2407.21138","title":"Enhancing Deep Hedging of Options with Implied Volatility Surface Feedback Information","created":"2024-07-30","cited_by_count":2,"area":null},{"id":"2301.13733","title":"A Bayesian Generative Adversarial Network (GAN) to Generate Synthetic Time-Series Data, Application in Combined Sewer Flow Prediction","created":"2023-01-31","cited_by_count":1,"area":null},{"id":"2405.04252","title":"VAEneu: A New Avenue for VAE Application on Probabilistic Forecasting","created":"2024-05-07","cited_by_count":1,"area":null},{"id":"2405.14257","title":"Deep Learning Methods for Adjusting Global MFD Speed Estimations to Local Link Configurations","created":"2024-05-23","cited_by_count":1,"area":null},{"id":"2302.01800","title":"Creating Probabilistic Forecasts from Arbitrary Deterministic Forecasts using Conditional Invertible Neural Networks","created":"2023-02-03","cited_by_count":0,"area":null},{"id":"2511.04445","title":"ForecastGAN: A Decomposition-Based Adversarial Framework for Multi-Horizon Time Series Forecasting","created":"2025-11-06","cited_by_count":0,"area":null},{"id":"2605.16232","title":"A Unified Generative-AI Framework for Smart Energy Infrastructure: Intelligent Gas Distribution, Utility Billing, Carbon Analytics, and Quantum-Inspired Optimisation","created":"2026-05-15","cited_by_count":0,"area":null}],"next_cursor":null}