Papers in this area
Showing 1–10 of 10 papers
| Task | Papers | Results |
|---|---|---|
| Anomaly Detection Anomaly Detection is a binary classification identifying unu… | 4,856 | 669 |
| Time Series Forecasting Time Series Forecasting is the task of fitting a model to hi… | 1,609 | 538 |
| Motion Forecasting Motion forecasting is the task of predicting the location of… | 205 | 299 |
| Time Series Classification Time Series Classification is a general task that can be use… | 697 | 231 |
| Traffic Prediction Traffic Prediction is a task that involves forecasting traff… | 375 | 192 |
| Temporal Action Localization Temporal Action Localization aims to detect activities in th… | 1,477 | 125 |
| Video Anomaly Detection | 262 | 64 |
| Unsupervised Anomaly Detection The objective of Unsupervised Anomaly Detection is to detect… | 506 | 50 |
| Multivariate Time Series Forecasting | 245 | 43 |
| 3D Anomaly Detection 3D-only Anomaly Detection. Structures out of normal distribu… | 36 | 34 |
| Weather Forecasting Weather Forecasting is the prediction of future weather cond… | 420 | 29 |
| Unsupervised Anomaly Detection with Specified Settings -- 0.1% anomaly | 6 | 28 |
| Unsupervised Anomaly Detection with Specified Settings -- 10% anomaly | 6 | 28 |
| Unsupervised Anomaly Detection with Specified Settings -- 20% anomaly | 6 | 28 |
| Unsupervised Anomaly Detection with Specified Settings -- 30% anomaly | 6 | 28 |
| Unsupervised Anomaly Detection with Specified Settings -- 1% anomaly | 6 | 27 |
| Time Series Regression Predicting one or more scalars for an entire time series exa… | 82 | 25 |
| Temporal Relation Extraction Temporal relation extraction systems aim to identify and cla… | 88 | 24 |
| Time Series Anomaly Detection | 264 | 23 |
| Stock Market Prediction | 104 | 23 |
| Fine-Grained Urban Flow Inference Fine-grained urban flow inference (FUFI) aims to infer the f… | 5 | 17 |
| Temporal Sentence Grounding Temporal sentence grounding (TSG) aims to locate a specific … | 43 | 16 |
| Time Series Analysis Time Series Analysis is a statistical technique used to anal… | 6,748 | 14 |
| Semi-supervised Anomaly Detection | 76 | 7 |
| Weakly-supervised Temporal Action Localization | 76 | 6 |
| Temporal Information Extraction Temporal information extraction is the identification of chu… | 86 | 4 |
| Time Series Clustering Time Series Clustering is an unsupervised data mining techni… | 113 | 3 |
| Time Series Prediction The goal of Time Series Prediction is to infer the future va… | 477 | 2 |
| Fault Diagnosis | 375 | 2 |
| Remaining Useful Lifetime Estimation Estimating the number of machine operation cycles until brea… | 7 | 2 |
| Language-Based Temporal Localization | 6 | 2 |
| Period Estimation | 6 | 2 |
| Precipitation Forecasting | 36 | 1 |
| Stock Trend Prediction | 29 | 1 |
| Solar Irradiance Forecasting | 22 | 1 |
| Li-ion State of Health Estimation Prediction of a Li-ion's state of health | 2 | 1 |
| Short-observation new product sales forecasting | 2 | 1 |
| Joint Event and Temporal Relation Extraction | 1 | 1 |
| Deep Learning forecast | 9,423 | 0 |
| Time Series | 9,169 | 0 |
| Q-Learning The goal of Q-learning is to learn a policy, which tells an … | 1,918 | 0 |
| parameter estimation | 1,719 | 0 |
| State Estimation | 1,067 | 0 |
| Learning Theory Learning theory | 852 | 0 |
| Dictionary Learning Dictionary Learning is an important problem in multiple area… | 823 | 0 |
| Learning-To-Rank Learning to rank is the application of machine learning to b… | 753 | 0 |
| Prompt Learning | 678 | 0 |
| Weakly-supervised Learning | 613 | 0 |
| energy management energy management is to schedule energy units inside the sys… | 515 | 0 |
| Lifelong learning | 475 | 0 |