| Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models | Sep 19, 2019 | Change DetectionDynamic Time Warping | CodeCode Available | 1 |
| Spatio-Temporal Alignments: Optimal transport through space and time | Oct 9, 2019 | Dynamic Time WarpingTime Series | CodeCode Available | 1 |
| Differentiable Divergences Between Time Series | Oct 16, 2020 | Dynamic Time WarpingTime Series | CodeCode Available | 1 |
| Aligning Time Series on Incomparable Spaces | Jun 22, 2020 | Dynamic Time WarpingImitation Learning | CodeCode Available | 1 |
| Amercing: An Intuitive, Elegant and Effective Constraint for Dynamic Time Warping | Nov 26, 2021 | Dynamic Time WarpingTime Series | CodeCode Available | 1 |
| Averaging Spatio-temporal Signals using Optimal Transport and Soft Alignments | Mar 11, 2022 | Dynamic Time Warping | CodeCode Available | 1 |
| Arrhythmia Classification using CGAN-augmented ECG Signals | Jan 26, 2022 | Arrhythmia DetectionClassification | CodeCode Available | 1 |
| Addressing Prediction Delays in Time Series Forecasting: A Continuous GRU Approach with Derivative Regularization | Jun 29, 2024 | Dynamic Time WarpingPrediction | CodeCode Available | 1 |
| Attention to Warp: Deep Metric Learning for Multivariate Time Series | Mar 28, 2021 | Dynamic Time WarpingMetric Learning | CodeCode Available | 1 |
| Complex Handwriting Trajectory Recovery: Evaluation Metrics and Algorithm | Oct 28, 2022 | DecoderDynamic Time Warping | CodeCode Available | 1 |
| Deep Attentive Time Warping | Sep 13, 2023 | Dynamic Time WarpingMetric Learning | CodeCode Available | 1 |
| DeepNAG: Deep Non-Adversarial Gesture Generation | Nov 18, 2020 | Data AugmentationDynamic Time Warping | CodeCode Available | 1 |
| DeepSign: Deep On-Line Signature Verification | Feb 24, 2020 | Deep LearningDynamic Time Warping | CodeCode Available | 1 |
| Early Abandoning and Pruning for Elastic Distances including Dynamic Time Warping | Feb 10, 2021 | ClusteringDynamic Time Warping | CodeCode Available | 1 |
| General Evaluation for Instruction Conditioned Navigation using Dynamic Time Warping | Jul 11, 2019 | Dynamic Time WarpingNavigate | CodeCode Available | 1 |
| Exact, Parallelizable Dynamic Time Warping Alignment with Linear Memory | Aug 4, 2020 | Dynamic Time WarpingGPU | CodeCode Available | 1 |
| FastDTW is approximate and Generally Slower than the Algorithm it Approximates | Mar 25, 2020 | Anomaly DetectionClustering | CodeCode Available | 1 |
| Generative Adversarial Network with Soft-Dynamic Time Warping and Parallel Reconstruction for Energy Time Series Anomaly Detection | Feb 22, 2024 | Anomaly DetectionDynamic Time Warping | CodeCode Available | 1 |
| Ham2Pose: Animating Sign Language Notation into Pose Sequences | Nov 24, 2022 | Dynamic Time Warping | CodeCode Available | 1 |
| A General Optimization Framework for Dynamic Time Warping | May 30, 2019 | Dynamic Time Warping | CodeCode Available | 1 |
| Instance-based Counterfactual Explanations for Time Series Classification | Sep 28, 2020 | Classificationcounterfactual | CodeCode Available | 1 |
| Multilingual Jointly Trained Acoustic and Written Word Embeddings | Jun 24, 2020 | Dynamic Time WarpingRetrieval | CodeCode Available | 1 |
| Nearest advocate: a novel event-based time delay estimation algorithm for multi-sensor time-series data synchronization | Apr 5, 2024 | Dynamic Time WarpingTime Series | CodeCode Available | 1 |
| Match-And-Deform: Time Series Domain Adaptation through Optimal Transport and Temporal Alignment | Aug 24, 2023 | Domain AdaptationDynamic Time Warping | CodeCode Available | 1 |
| TempCLR: Temporal Alignment Representation with Contrastive Learning | Dec 28, 2022 | Action RecognitionContrastive Learning | CodeCode Available | 1 |
