| Contrastive Difference Predictive Coding | Oct 31, 2023 | Representation LearningTime Series | CodeCode Available | 1 |
| Optimizing accuracy and diversity: a multi-task approach to forecast combinations | Oct 31, 2023 | DiversityModel Selection | —Unverified | 0 |
| Density Matrix Emulation of Quantum Recurrent Neural Networks for Multivariate Time Series Prediction | Oct 31, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Raising the ClaSS of Streaming Time Series Segmentation | Oct 31, 2023 | Change Point DetectionSegmentation | CodeCode Available | 0 |
| AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data | Oct 31, 2023 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| A Systematic Review for Transformer-based Long-term Series Forecasting | Oct 31, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| FOCAL: Contrastive Learning for Multimodal Time-Series Sensing Signals in Factorized Orthogonal Latent Space | Oct 30, 2023 | Contrastive LearningTime Series | CodeCode Available | 1 |
| Robust Estimation of Realized Correlation: New Insight about Intraday Fluctuations in Market Betas | Oct 30, 2023 | Time Series | —Unverified | 0 |
| AMLNet: Adversarial Mutual Learning Neural Network for Non-AutoRegressive Multi-Horizon Time Series Forecasting | Oct 30, 2023 | DecoderDiversity | CodeCode Available | 0 |
| A spectral regularisation framework for latent variable models designed for single channel applications | Oct 30, 2023 | parameter estimationTime Series | —Unverified | 0 |
| Topological Learning for Motion Data via Mixed Coordinates | Oct 30, 2023 | Time SeriesTransfer Learning | CodeCode Available | 0 |
| An Online Bootstrap for Time Series | Oct 30, 2023 | Time SeriesUncertainty Quantification | CodeCode Available | 0 |
| Progressive Neural Network for Multi-Horizon Time Series Forecasting | Oct 30, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Prediction of Locally Stationary Data Using Expert Advice | Oct 30, 2023 | PredictionTime Series | —Unverified | 0 |
| rTsfNet: a DNN model with Multi-head 3D Rotation and Time Series Feature Extraction for IMU-based Human Activity Recognition | Oct 30, 2023 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Self Attention with Temporal Prior: Can We Learn More from Arrow of Time? | Oct 29, 2023 | Time Series | —Unverified | 0 |
| A Deep Convolutional Neural Network for Time Series Classification with Intermediate Targets | Oct 28, 2023 | Time SeriesTime Series Classification | CodeCode Available | 0 |
| DySurv: dynamic deep learning model for survival analysis with conditional variational inference | Oct 28, 2023 | Deep LearningSurvival Analysis | —Unverified | 0 |
| Clairvoyance: A Pipeline Toolkit for Medical Time Series | Oct 28, 2023 | AutoMLMissing Values | CodeCode Available | 0 |
| Causal discovery in a complex industrial system: A time series benchmark | Oct 28, 2023 | Causal DiscoveryTime Series | —Unverified | 0 |
| A Fuzzy Time Series-Based Model Using Particle Swarm Optimization and Weighted Rules | Oct 28, 2023 | Time Series | —Unverified | 0 |
| MicroNAS: Memory and Latency Constrained Hardware-Aware Neural Architecture Search for Time Series Classification on Microcontrollers | Oct 27, 2023 | Hardware Aware Neural Architecture SearchNeural Architecture Search | —Unverified | 0 |
| α-Mutual Information: A Tunable Privacy Measure for Privacy Protection in Data Sharing | Oct 27, 2023 | Privacy PreservingTime Series | —Unverified | 0 |
| BERT-PIN: A BERT-based Framework for Recovering Missing Data Segments in Time-series Load Profiles | Oct 26, 2023 | SentenceSuper-Resolution | —Unverified | 0 |
| MIM-GAN-based Anomaly Detection for Multivariate Time Series Data | Oct 26, 2023 | Anomaly DetectionDiversity | CodeCode Available | 0 |
