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Dynamic Time Warping

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Showing 101–150 of 433 papers

TitleStatusHype
Generalized Time Warping Invariant Dictionary Learning for Time Series Classification and Clustering—0
ContentCTR: Frame-level Live Streaming Click-Through Rate Prediction with Multimodal Transformer—0
Interpreting Forecasted Vital Signs Using N-BEATS in Sepsis Patients—0
Unsupervised speech intelligibility assessment with utterance level alignment distance between teacher and learner Wav2Vec-2.0 representations—0
DTW k-means clustering for fault detection in photovoltaic modules—0
Improving Forecasts for Heterogeneous Time Series by "Averaging", with Application to Food Demand ForecastCode0
Multimodal Pathology Image Search Between H&E Slides and Multiplexed Immunofluorescent Images—0
OTW: Optimal Transport Warping for Time Series—0
Adaptive action supervision in reinforcement learning from real-world multi-agent demonstrations—0
TACos: Learning Temporally Structured Embeddings for Few-Shot Keyword Spotting with Dynamic Time WarpingCode0
Self-Supervised Anomaly Detection of Rogue Soil Moisture Sensors—0
Bake off redux: a review and experimental evaluation of recent time series classification algorithmsCode3
Video alignment using unsupervised learning of local and global features—0
Event-based tracking of human hands—0
Acoustic absement in detail: Quantifying acoustic differences across time-series representations of speech dataCode0
Proximity Forest 2.0: A new effective and scalable similarity-based classifier for time seriesCode1
Soft Dynamic Time Warping for Multi-Pitch Estimation and Beyond—0
Side Channel-Assisted Inference Leakage from Machine Learning-based ECG Classification—0
Lithium-ion Battery Online Knee Onset Detection by Matrix Profile—0
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment PathsCode1
A Light-Weight Contrastive Approach for Aligning Human Pose Sequences—0
Targeted demand response for flexible energy communities using clustering techniques—0
DTW-SiameseNet: Dynamic Time Warped Siamese Network for Mispronunciation Detection and Correction—0
Fast and Blind Speech Copy-Move Detection and Localization in Noise—0
Time-warped Trials—0
Parameterizing the cost function of Dynamic Time Warping with application to time series classification—0
Compression of GPS Trajectories using Autoencoders—0
LB-SimTSC: An Efficient Similarity-Aware Graph Neural Network for Semi-Supervised Time Series Classification—0
Exploring Temporal Concurrency for Video-Language Representation LearningCode0
TempCLR: Temporal Alignment Representation with Contrastive LearningCode1
On Mini-Batch Training with Varying Length Time SeriesCode0
Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time Series—0
The DOPE Distance is SIC: A Stable, Informative, and Computable Metric on Time Series And Ordered Merge Trees—0
Ham2Pose: Animating Sign Language Notation into Pose SequencesCode1
Uncertainty-DTW for Time Series and SequencesCode0
Temporal-Viewpoint Transportation Plan for Skeletal Few-shot Action Recognition—0
Complex Handwriting Trajectory Recovery: Evaluation Metrics and AlgorithmCode1
TILDE-Q: A Transformation Invariant Loss Function for Time-Series ForecastingCode1
Applications of Machine Learning in Pharmacogenomics: Clustering Plasma Concentration-Time Curves—0
Agglomerative Hierarchical Clustering with Dynamic Time Warping for Household Load Curve Clustering—0
Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity RecognitionCode1
Transfer Learning-based State of Health Estimation for Lithium-ion Battery with Cycle Synchronization—0
Simulating Personal Food Consumption Patterns using a Modified Markov Chain—0
A Visual Analytics System for Improving Attention-based Traffic Forecasting Models—0
Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical AnalysisCode0
Dynamic Time Warping based Adversarial Framework for Time-Series DomainCode0
Event-based sampled ECG morphology reconstruction through self-similarity—0
SECLEDS: Sequence Clustering in Evolving Data Streams via Multiple Medoids and Medoid VotingCode0
Using Machine Learning to Augment Dynamic Time Warping Based Signal Classification—0
Robust Time Series Dissimilarity Measure for Outlier Detection and Periodicity Detection—0
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