| CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning | Mar 12, 2024 | Knowledge DistillationMultivariate Time Series Forecasting | CodeCode Available | 2 | 5 |
| Closed-Form Diffeomorphic Transformations for Time Series Alignment | Jun 16, 2022 | CPUForm | CodeCode Available | 1 | 5 |
| TimePoint: Accelerated Time Series Alignment via Self-Supervised Keypoint and Descriptor Learning | May 29, 2025 | Dynamic Time WarpingKeypoint Detection | CodeCode Available | 1 | 5 |
| LLM4TS: Aligning Pre-Trained LLMs as Data-Efficient Time-Series Forecasters | Aug 16, 2023 | ChatbotMultivariate Time Series Forecasting | CodeCode Available | 1 | 5 |
| DejaVid: Encoder-Agnostic Learned Temporal Matching for Video Classification | Jan 1, 2025 | Action ClassificationAction Recognition | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Gaze-Guided Learning: Avoiding Shortcut Bias in Visual Classification | Apr 8, 2025 | cross-modal alignmentImage Classification | CodeCode Available | 0 | 5 |
| Diffeomorphic Temporal Alignment Nets | Dec 10, 2019 | ECG ClassificationElectrocardiography (ECG) | CodeCode Available | 0 | 5 |
| Time Series Alignment with Global Invariances | Feb 10, 2020 | Dynamic Time WarpingTime Series | CodeCode Available | 0 | 5 |
| Differentiable Dynamic Programming for Structured Prediction and Attention | Feb 11, 2018 | Machine TranslationPrediction | —Unverified | 0 | 0 |
| Affine and Regional Dynamic Time Warpng | May 25, 2015 | Dynamic Time WarpingTime Series | —Unverified | 0 | 0 |
| Automatic Registration and Clustering of Time Series | Dec 8, 2020 | ClusteringTime Series | —Unverified | 0 | 0 |
| DancingLines: An Analytical Scheme to Depict Cross-Platform Event Popularity | Dec 22, 2017 | DiversityDynamic Time Warping | —Unverified | 0 | 0 |
| Deep Time Warping for Multiple Time Series Alignment | Feb 22, 2025 | Dynamic Time WarpingMultiple Sequence Alignment | —Unverified | 0 | 0 |
| Diffeomorphic Transformations for Time Series Analysis: An Efficient Approach to Nonlinear Warping | Sep 25, 2023 | ClusteringDynamic Time Warping | —Unverified | 0 | 0 |
| Advancing multivariate time series similarity assessment: an integrated computational approach | Mar 16, 2024 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Residual Networks as Flows of Velocity Fields for Diffeomorphic Time Series Alignment | Jun 22, 2021 | Time SeriesTime Series Alignment | —Unverified | 0 | 0 |
| Temporal Registration in Application to In-utero MRI Time Series | Mar 6, 2019 | Time SeriesTime Series Alignment | —Unverified | 0 | 0 |
