| TimePoint: Accelerated Time Series Alignment via Self-Supervised Keypoint and Descriptor Learning | May 29, 2025 | Dynamic Time WarpingKeypoint Detection | CodeCode Available | 1 |
| Gaze-Guided Learning: Avoiding Shortcut Bias in Visual Classification | Apr 8, 2025 | cross-modal alignmentImage Classification | CodeCode Available | 0 |
| Deep Time Warping for Multiple Time Series Alignment | Feb 22, 2025 | Dynamic Time WarpingMultiple Sequence Alignment | —Unverified | 0 |
| DejaVid: Encoder-Agnostic Learned Temporal Matching for Video Classification | Jan 1, 2025 | Action ClassificationAction Recognition | CodeCode Available | 0 |
| Unraveling Anomalies in Time: Unsupervised Discovery and Isolation of Anomalous Behavior in Bio-regenerative Life Support System Telemetry | Jun 14, 2024 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 0 |
| Advancing multivariate time series similarity assessment: an integrated computational approach | Mar 16, 2024 | Decision MakingTime Series | —Unverified | 0 |
| CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning | Mar 12, 2024 | Knowledge DistillationMultivariate Time Series Forecasting | CodeCode Available | 2 |
| Diffeomorphic Transformations for Time Series Analysis: An Efficient Approach to Nonlinear Warping | Sep 25, 2023 | ClusteringDynamic Time Warping | —Unverified | 0 |
| LLM4TS: Aligning Pre-Trained LLMs as Data-Efficient Time-Series Forecasters | Aug 16, 2023 | ChatbotMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Closed-Form Diffeomorphic Transformations for Time Series Alignment | Jun 16, 2022 | CPUForm | CodeCode Available | 1 |
