| Time Series Data Augmentation for Neural Networks by Time Warping with a Discriminative Teacher | Apr 19, 2020 | Data AugmentationDynamic Time Warping | CodeCode Available | 1 |
| FastDTW is approximate and Generally Slower than the Algorithm it Approximates | Mar 25, 2020 | Anomaly DetectionClustering | CodeCode Available | 1 |
| DeepSign: Deep On-Line Signature Verification | Feb 24, 2020 | Deep LearningDynamic Time Warping | CodeCode Available | 1 |
| Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis | Feb 1, 2020 | Causal InferenceDynamic Time Warping | CodeCode Available | 1 |
| Spatio-Temporal Alignments: Optimal transport through space and time | Oct 9, 2019 | Dynamic Time WarpingTime Series | CodeCode Available | 1 |
| Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models | Sep 19, 2019 | Change DetectionDynamic Time Warping | CodeCode Available | 1 |
| General Evaluation for Instruction Conditioned Navigation using Dynamic Time Warping | Jul 11, 2019 | Dynamic Time WarpingNavigate | CodeCode Available | 1 |
| A General Optimization Framework for Dynamic Time Warping | May 30, 2019 | Dynamic Time Warping | CodeCode Available | 1 |
| Adversarial Attacks on Time Series | Feb 27, 2019 | ClassificationDynamic Time Warping | CodeCode Available | 1 |
| Transfer learning for time series classification | Nov 5, 2018 | ClassificationDynamic Time Warping | CodeCode Available | 1 |
| Soft-DTW: a Differentiable Loss Function for Time-Series | Mar 5, 2017 | Dynamic Time WarpingTime Series | CodeCode Available | 1 |
| ActAlign: Zero-Shot Fine-Grained Video Classification via Language-Guided Sequence Alignment | Jun 28, 2025 | Dynamic Time WarpingLarge Language Model | CodeCode Available | 0 |
| From Data Acquisition to Lag Modeling: Quantitative Exploration of A-Share Market with Low-Coupling System Design | Jun 24, 2025 | Dynamic Time Warping | —Unverified | 0 |
| H-QuEST: Accelerating Query-by-Example Spoken Term Detection with Hierarchical Indexing | Jun 20, 2025 | Dynamic Time WarpingRepresentation Learning | —Unverified | 0 |
| Assessing the Impact of Anisotropy in Neural Representations of Speech: A Case Study on Keyword Spotting | Jun 6, 2025 | Dynamic Time WarpingKeyword Spotting | —Unverified | 0 |
| A Driving Regime-Embedded Deep Learning Framework for Modeling Intra-Driver Heterogeneity in Multi-Scale Car-Following Dynamics | Jun 6, 2025 | Dynamic Time Warping | —Unverified | 0 |
| Improved Learning via k-DTW: A Novel Dissimilarity Measure for Curves | May 29, 2025 | Dynamic Time Warping | —Unverified | 0 |
| Conversational Recommendation System using NLP and Sentiment Analysis | May 17, 2025 | Conversational RecommendationDynamic Time Warping | —Unverified | 0 |
| An Efficient Transport-Based Dissimilarity Measure for Time Series Classification under Warping Distortions | May 8, 2025 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Spatiotemporal Emotional Synchrony in Dyadic Interactions: The Role of Speech Conditions in Facial and Vocal Affective Alignment | Apr 29, 2025 | Dynamic Time WarpingEmotion Recognition | —Unverified | 0 |
| A Non-Invasive Load Monitoring Method for Edge Computing Based on MobileNetV3 and Dynamic Time Regulation | Apr 22, 2025 | Dynamic Time WarpingEdge-computing | —Unverified | 0 |
| Siamese Network with Dual Attention for EEG-Driven Social Learning: Bridging the Human-Robot Gap in Long-Tail Autonomous Driving | Apr 14, 2025 | Autonomous DrivingBrain Computer Interface | —Unverified | 0 |
| Ensemble-Enhanced Graph Autoencoder with GAT and Transformer-Based Encoders for Robust Fault Diagnosis | Apr 13, 2025 | Dynamic Time WarpingFault Diagnosis | —Unverified | 0 |
| rPPG-SysDiaGAN: Systolic-Diastolic Feature Localization in rPPG Using Generative Adversarial Network with Multi-Domain Discriminator | Apr 1, 2025 | Dynamic Time WarpingGenerative Adversarial Network | —Unverified | 0 |
| Explainable Graph-theoretical Machine Learning: with Application to Alzheimer's Disease Prediction | Mar 20, 2025 | Density EstimationDisease Prediction | —Unverified | 0 |
| Line Space Clustering (LSC): Feature-Based Clustering using K-medians and Dynamic Time Warping for Versatility | Mar 20, 2025 | ClusteringDynamic Time Warping | CodeCode Available | 0 |
| On a Dissimilarity Metric for Analyzing Body Synergistic Coordination in Non-Periodic Motion | Mar 19, 2025 | Dynamic Time WarpingRhythm | —Unverified | 0 |
| Decoding Financial Health in Kenyas' Medical Insurance Sector: A Data-Driven Cluster Analysis | Feb 24, 2025 | ClusteringDynamic Time Warping | —Unverified | 0 |
| Deep Time Warping for Multiple Time Series Alignment | Feb 22, 2025 | Dynamic Time WarpingMultiple Sequence Alignment | —Unverified | 0 |
| Spatiotemporal Forecasting in Climate Data Using EOFs and Machine Learning Models: A Case Study in Chile | Feb 21, 2025 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Understanding long-term energy use in off-grid solar home systems in sub-Saharan Africa | Feb 20, 2025 | Dynamic Time Warping | —Unverified | 0 |
| Two-level Solar Irradiance Clustering with Season Identification: A Comparative Analysis | Jan 17, 2025 | ClusteringDynamic Time Warping | —Unverified | 0 |
| Semi-Supervised Image-Based Narrative Extraction: A Case Study with Historical Photographic Records | Jan 16, 2025 | Dynamic Time Warping | CodeCode Available | 0 |
| A Survey on Algorithmic Developments in Optimal Transport Problem with Applications | Jan 8, 2025 | Dynamic Time Warping | —Unverified | 0 |
| A Stable Measure for Conditional Periodicity of Time Series using Persistent Homology | Jan 6, 2025 | Dimensionality ReductionDynamic Time Warping | —Unverified | 0 |
| Conditional Deep Canonical Time Warping | Dec 24, 2024 | Dynamic Time Warpingfeature selection | —Unverified | 0 |
| TimeRAG: BOOSTING LLM Time Series Forecasting via Retrieval-Augmented Generation | Dec 21, 2024 | Dynamic Time WarpingRAG | —Unverified | 0 |
| Heterogeneous Relationships of Subjects and Shapelets for Semi-supervised Multivariate Series Classification | Nov 27, 2024 | Activity RecognitionClassification | —Unverified | 0 |
| Enhanced average for event-related potential analysis using dynamic time warping | Nov 20, 2024 | Dynamic Time WarpingEEG | —Unverified | 0 |
| Contrast Similarity-Aware Dual-Pathway Mamba for Multivariate Time Series Node Classification | Nov 19, 2024 | Dynamic Time WarpingMamba | CodeCode Available | 0 |
| Multiscale Dubuc: A New Similarity Measure for Time Series | Nov 15, 2024 | Dynamic Time WarpingObject Recognition | CodeCode Available | 0 |
| Just Label the Repeats for In-The-Wild Audio-to-Score Alignment | Nov 11, 2024 | Dynamic Time WarpingMusic Transcription | CodeCode Available | 0 |
| Pedestrian Volume Prediction Using a Diffusion Convolutional Gated Recurrent Unit Model | Nov 5, 2024 | Dynamic Time Warping | —Unverified | 0 |
| Unified Generative and Discriminative Training for Multi-modal Large Language Models | Nov 1, 2024 | Dynamic Time WarpingImage-text Classification | —Unverified | 0 |
| Unlabeled Action Quality Assessment Based on Multi-dimensional Adaptive Constrained Dynamic Time Warping | Oct 18, 2024 | 3D Pose EstimationAction Quality Assessment | —Unverified | 0 |
| DJ Mix Transcription with Multi-Pass Non-Negative Matrix Factorization | Oct 5, 2024 | Dynamic Time Warping | —Unverified | 0 |
| Word-wise intonation model for cross-language TTS systems | Sep 30, 2024 | Dynamic Time WarpingProsody Prediction | —Unverified | 0 |
| FinePseudo: Improving Pseudo-Labelling through Temporal-Alignablity for Semi-Supervised Fine-Grained Action Recognition | Sep 2, 2024 | Action RecognitionDynamic Time Warping | —Unverified | 0 |
| Evaluating the Effectiveness of Large Language Models in Representing and Understanding Movement Trajectories | Aug 31, 2024 | Dynamic Time Warping | —Unverified | 0 |
| Combining features on vertical ground reaction force signal analysis for multiclass diagnosing neurodegenerative diseases | Aug 20, 2024 | DiagnosticDynamic Time Warping | —Unverified | 0 |