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Dynamic Time Warping

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TitleStatusHype
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
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
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
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
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
Uncertainty-DTW for Time Series and SequencesCode0
Temporal-Viewpoint Transportation Plan for Skeletal Few-shot Action Recognition—0
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
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
Dynamic Time Warping based Adversarial Framework for Time-Series DomainCode0
Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical AnalysisCode0
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
FedWalk: Communication Efficient Federated Unsupervised Node Embedding with Differential Privacy—0
A Review and Evaluation of Elastic Distance Functions for Time Series Clustering—0
HeadText: Exploring Hands-free Text Entry using Head Gestures by Motion Sensing on a Smart Earpiece—0
Quantifying Language Variation Acoustically with Few ResourcesCode0
Cross Cryptocurrency Relationship Mining for Bitcoin Price Prediction—0
A Probabilistic Time-Evolving Approach to Scanpath Prediction—0
Time Series Fault Classification for Wave Propagation Systems with Sparse Fault Data—0
An error correction scheme for improved air-tissue boundary in real-time MRI video for speech production—0
Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging dataCode0
The effect of fatigue on the performance of online writer recognition—0
Statistical Inference for the Dynamic Time Warping Distance, with Application to Abnormal Time-Series Detection—0
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