| Change Point Detection with Copula Entropy based Two-Sample Test | Feb 3, 2024 | Change Point DetectionTime Series | CodeCode Available | 2 |
| The Causal Chambers: Real Physical Systems as a Testbed for AI Methodology | Apr 17, 2024 | Causal DiscoveryCausal Inference | CodeCode Available | 1 |
| Human Activity Segmentation Challenge @ ECML/PKDD’23 | Sep 18, 2023 | Activity RecognitionChange Point Detection | CodeCode Available | 1 |
| Fast and Attributed Change Detection on Dynamic Graphs with Density of States | May 15, 2023 | Change DetectionChange Point Detection | CodeCode Available | 1 |
| Time Series Segmentation Applied to a New Data Set for Mobile Sensing of Human Activities | Mar 28, 2023 | Activity RecognitionChange Point Detection | CodeCode Available | 1 |
| ASTRIDE: Adaptive Symbolization for Time Series Databases | Feb 8, 2023 | Change Point DetectionQuantization | CodeCode Available | 1 |
| Window Size Selection in Unsupervised Time Series Analytics: A Review and Benchmark | Feb 4, 2023 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 |
| Laplacian Change Point Detection for Single and Multi-view Dynamic Graphs | Feb 2, 2023 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 |
| Automatic Change-Point Detection in Time Series via Deep Learning | Nov 7, 2022 | Change Point DetectionDeep Learning | CodeCode Available | 1 |
| Nonparametric and Online Change Detection in Multivariate Datastreams using QuantTree | Aug 30, 2022 | Change DetectionChange Point Detection | CodeCode Available | 1 |
| ClaSP -- Parameter-free Time Series Segmentation | Jul 28, 2022 | Change Point DetectionSegmentation | CodeCode Available | 1 |
| Memory-free Online Change-point Detection: A Novel Neural Network Approach | Jul 8, 2022 | Change Point DetectionTime Series | CodeCode Available | 1 |
| SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracking Data | Jun 22, 2022 | Change Point Detection | CodeCode Available | 1 |
| A Contrastive Approach to Online Change Point Detection | Jun 21, 2022 | Change Point Detection | CodeCode Available | 1 |
| Random Forests for Change Point Detection | May 10, 2022 | Change Point Detection | CodeCode Available | 1 |
| Deep learning model solves change point detection for multiple change types | Apr 15, 2022 | BenchmarkingChange Point Detection | CodeCode Available | 1 |
| Testing Stationarity and Change Point Detection in Reinforcement Learning | Mar 3, 2022 | Change Point Detectionreinforcement-learning | CodeCode Available | 1 |
| Recursive Bayesian Networks: Generalising and Unifying Probabilistic Context-Free Grammars and Dynamic Bayesian Networks | Nov 2, 2021 | Bayesian InferenceChange Point Detection | CodeCode Available | 1 |
| ClaSP - Time Series Segmentation | Oct 26, 2021 | Change Point DetectionSegmentation | CodeCode Available | 1 |
| InDiD: Instant Disorder Detection via Representation Learning | Jun 4, 2021 | Change DetectionChange Point Detection | CodeCode Available | 1 |
| Slow Momentum with Fast Reversion: A Trading Strategy Using Deep Learning and Changepoint Detection | May 28, 2021 | Change Point DetectionPosition | CodeCode Available | 1 |
| Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection | May 20, 2021 | Change Point DetectionMeta-Learning | CodeCode Available | 1 |
| Unsupervised Offline Changepoint Detection Ensembles | May 9, 2021 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 |
| Online Forecasting and Anomaly Detection Based on the ARIMA Model | Apr 2, 2021 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 |
| Detecting and Adapting to Irregular Distribution Shifts in Bayesian Online Learning | Dec 15, 2020 | Autonomous NavigationChange Point Detection | CodeCode Available | 1 |
| Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding | Nov 28, 2020 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 |
| Change-point detection in wind turbine SCADA data for robust condition monitoring with normal behaviour models | Oct 27, 2020 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 |
| Online Neural Networks for Change-Point Detection | Oct 3, 2020 | Change Point Detectionspeech-recognition | CodeCode Available | 1 |
| Change Point Detection in Time Series Data using Autoencoders with a Time-Invariant Representation | Aug 21, 2020 | Change Point DetectionTime Series | CodeCode Available | 1 |
| ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for processing heterogeneous sensor data | Jul 24, 2020 | Activity RecognitionChange Point Detection | CodeCode Available | 1 |
| Laplacian Change Point Detection for Dynamic Graphs | Jul 2, 2020 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 |
| Online Change Point Detection in Molecular Dynamics With Optical Random Features | Jun 15, 2020 | Change Point DetectionTime Series | CodeCode Available | 1 |
| Correlation-aware Unsupervised Change-point Detection via Graph Neural Networks | Apr 24, 2020 | Change Point DetectionDecoder | CodeCode Available | 1 |
| An Evaluation of Change Point Detection Algorithms | Mar 13, 2020 | Change Point DetectionTime Series | CodeCode Available | 1 |
| Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio Estimation | Jan 17, 2020 | Binary ClassificationChange Point Detection | CodeCode Available | 1 |
| Real-Time Bayesian Detection of Drift-Evasive GNSS Spoofing in Reinforcement Learning Based UAV Deconfliction | Jul 15, 2025 | Change Point DetectionReinforcement Learning (RL) | —Unverified | 0 |
| Narrative Shift Detection: A Hybrid Approach of Dynamic Topic Models and Large Language Models | Jun 25, 2025 | ArticlesChange Point Detection | CodeCode Available | 0 |
| Vulnerability Disclosure through Adaptive Black-Box Adversarial Attacks on NIDS | Jun 25, 2025 | Change Point Detectionfeature selection | —Unverified | 0 |
| OPTIMUS: Observing Persistent Transformations in Multi-temporal Unlabeled Satellite-data | Jun 16, 2025 | Change Point DetectionSelf-Supervised Learning | —Unverified | 0 |
| Quickest Causal Change Point Detection by Adaptive Intervention | Jun 9, 2025 | Change Point Detection | —Unverified | 0 |
| WWAggr: A Window Wasserstein-based Aggregation for Ensemble Change Point Detection | Jun 9, 2025 | Change Point Detection | —Unverified | 0 |
| Catoni-Style Change Point Detection for Regret Minimization in Non-Stationary Heavy-Tailed Bandits | May 26, 2025 | Change Point DetectionRecommendation Systems | —Unverified | 0 |
| Streaming Sliced Optimal Transport | May 11, 2025 | Change Point DetectionPoint Cloud Classification | CodeCode Available | 0 |
| WATCH: Adaptive Monitoring for AI Deployments via Weighted-Conformal Martingales | May 7, 2025 | Change Point Detection | CodeCode Available | 0 |
| Merging Embedded Topics with Optimal Transport for Online Topic Modeling on Data Streams | Apr 10, 2025 | Change Point Detection | —Unverified | 0 |
| A Foundation Model for Patient Behavior Monitoring and Suicide Detection | Mar 19, 2025 | Change Point Detection | —Unverified | 0 |
| CINNAMON: A hybrid approach to change point detection and parameter estimation in single-particle tracking data | Mar 18, 2025 | Change Point Detectionparameter estimation | —Unverified | 0 |
| Neural Network-Based Change Point Detection for Large-Scale Time-Evolving Data | Mar 12, 2025 | Change Point Detection | —Unverified | 0 |
| Prediction-Powered E-Values | Feb 6, 2025 | Causal DiscoveryChange Point Detection | —Unverified | 0 |
| Change Point Detection in the Frequency Domain with Statistical Reliability | Feb 5, 2025 | Change Point Detectionvalid | —Unverified | 0 |
