| HyperTime: Implicit Neural Representation for Time Series | Aug 11, 2022 | Data AugmentationImputation | —Unverified | 0 |
| Response Theory via Generative Score Modeling | Feb 1, 2024 | Time Series | —Unverified | 0 |
| Federated Time Series Generation on Feature and Temporally Misaligned Data | Oct 28, 2024 | Federated LearningTime Series | —Unverified | 0 |
| ReSW-VL: Representation Learning for Surgical Workflow Analysis Using Vision-Language Model | May 19, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Retail Demand Forecasting: A Comparative Study for Multivariate Time Series | Aug 23, 2023 | Demand ForecastingTime Series | —Unverified | 0 |
| A tale of two toolkits, report the second: bake off redux. Chapter 1. dictionary based classifiers | Nov 27, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| HyperST-Net: Hypernetworks for Spatio-Temporal Forecasting | Sep 28, 2018 | Spatio-Temporal ForecastingTime Series | —Unverified | 0 |
| Hyperspectral Lightcurve Inversion for Attitude Determination | Dec 19, 2023 | Time Series | —Unverified | 0 |
| FedGAN: Federated Generative Adversarial Networks for Distributed Data | Jun 12, 2020 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| CrystalGPT: Enhancing system-to-system transferability in crystallization prediction and control using time-series-transformers | May 31, 2023 | Time SeriesTransfer Learning | —Unverified | 0 |
| HyperIMTS: Hypergraph Neural Network for Irregular Multivariate Time Series Forecasting | May 23, 2025 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Rethinking the constraints of multimodal fusion: case study in Weakly-Supervised Audio-Visual Video Parsing | May 30, 2021 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| A tale of two toolkits, report the first: benchmarking time series classification algorithms for correctness and efficiency | Sep 12, 2019 | BenchmarkingGeneral Classification | —Unverified | 0 |
| An Adversarial Learning Approach to Irregular Time-Series Forecasting | Nov 28, 2024 | Irregular Time SeriesTime Series | —Unverified | 0 |
| Rethinking Time Series Forecasting with LLMs via Nearest Neighbor Contrastive Learning | Dec 6, 2024 | Contrastive LearningTime Series | —Unverified | 0 |
| Robust Estimation in Network Vector Autoregression with Nonstationary Regressors | Jan 8, 2024 | Time SeriesUnity | —Unverified | 0 |
| Hypergraph-based multi-scale spatio-temporal graph convolution network for Time-Series anomaly detection | Oct 29, 2024 | Anomaly DetectionGraph structure learning | —Unverified | 0 |
| Cryptocurrency Time Series on the Binary Complexity-Entropy Plane: Ranking Efficiency from the Perspective of Complex Systems | Mar 24, 2025 | Time Series | —Unverified | 0 |
| An advanced spatio-temporal convolutional recurrent neural network for storm surge predictions | Apr 18, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Hypercomplex neural network in time series forecasting of stock data | Jan 9, 2024 | Hyperparameter OptimizationTime Series | —Unverified | 0 |
| Retrieval Based Time Series Forecasting | Sep 27, 2022 | ImputationRetrieval | —Unverified | 0 |
| Retrieving Time-Series Differences Using Natural Language Queries | Mar 27, 2025 | Contrastive LearningNatural Language Queries | —Unverified | 0 |
| FEW SHOT CROP MAPPING USING TRANSFORMERS AND TRANSFER LEARNING WITH SENTINEL-2 TIME SERIES: CASE OF KAIROUAN TUNISIA | May 30, 2022 | ClassificationTime Series | —Unverified | 0 |
| Revealing hidden dynamics from time-series data by ODENet | May 11, 2020 | BIG-bench Machine LearningNumerical Integration | —Unverified | 0 |
| Few-Shot Deep Adversarial Learning for Video-based Person Re-identification | Mar 29, 2019 | Person Re-IdentificationTime Series | —Unverified | 0 |
| Reverse Engineering Chemical Reaction Networks from Time Series Data | Dec 19, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cryptocurrency portfolio optimization with multivariate normal tempered stable processes and Foster-Hart risk | Oct 18, 2020 | Portfolio OptimizationTime Series | —Unverified | 0 |
| A Comparative Analysis of Machine Learning Methods for Lane Change Intention Recognition Using Vehicle Trajectory Data | Jul 28, 2023 | Autonomous VehiclesIntent Detection | —Unverified | 0 |
| Review of Clustering Methods for Functional Data | Oct 3, 2022 | ClusteringTime Series | —Unverified | 0 |
| Review of Data-centric Time Series Analysis from Sample, Feature, and Period | Apr 24, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Review of Time Series Forecasting Methods and Their Applications to Particle Accelerators | Sep 21, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Review on Causality Detection Based on Empirical Dynamic Modeling | Dec 26, 2023 | Time Series | —Unverified | 0 |
| Revisited Large Language Model for Time Series Analysis through Modality Alignment | Oct 16, 2024 | Anomaly DetectionImputation | —Unverified | 0 |
| Hydrological time series forecasting using simple combinations: Big data testing and investigations on one-year ahead river flow predictability | Jan 2, 2020 | BenchmarkingManagement | —Unverified | 0 |
| Hydroelectric Generation Forecasting with Long Short Term Memory (LSTM) Based Deep Learning Model for Turkey | Sep 18, 2021 | Deep LearningTime Series | —Unverified | 0 |
| Revisiting Causality Inference in Memory-less Transition Networks | Aug 8, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Revisiting clustering as matrix factorisation on the Stiefel manifold | Mar 11, 2019 | ClusteringTime Series | —Unverified | 0 |
| Revisiting Inaccuracies of Time Series Averaging under Dynamic Time Warping | Sep 7, 2018 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Few-Shot Load Forecasting Under Data Scarcity in Smart Grids: A Meta-Learning Approach | Jun 9, 2024 | FairnessFew-Shot Learning | —Unverified | 0 |
| Cryptocurrency Market Consolidation in 2020--2021 | Dec 13, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Hydroclimatic time series features at multiple time scales | Dec 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Revisiting Cont's Stylized Facts for Modern Stock Markets | Nov 13, 2023 | Time Series | —Unverified | 0 |
| Correlation recurrent units: A novel neural architecture for improving the predictive performance of time-series data | Nov 30, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Tale of Tail Covariances (and Diversified Tails) | Feb 27, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| FFAD: A Novel Metric for Assessing Generated Time Series Data Utilizing Fourier Transform and Auto-encoder | Mar 11, 2024 | Image GenerationTime Series | —Unverified | 0 |
| A Bag of Receptive Fields for Time Series Extrinsic Predictions | Nov 29, 2023 | Missing Valuesregression | —Unverified | 0 |
| FIC-TSC: Learning Time Series Classification with Fisher Information Constraint | May 9, 2025 | ClassificationTime Series | —Unverified | 0 |
| Robust Estimation of Realized Correlation: New Insight about Intraday Fluctuations in Market Betas | Oct 30, 2023 | Time Series | —Unverified | 0 |
| RF-Based Low-SNR Classification of UAVs Using Convolutional Neural Networks | Sep 11, 2020 | Drone ControllerGeneral Classification | —Unverified | 0 |
| Robust Learning of Deep Time Series Anomaly Detection Models with Contaminated Training Data | Aug 3, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |