Times series averaging and denoising from a probabilistic perspective on time-elastic kernels Nov 28, 2016 Denoising Dynamic Time Warping
Code Code Available 5 Anomaly detection in dynamic networks Oct 13, 2022 Anomaly Detection Time Series
Code Code Available 5 Double Articulation Analyzer with Prosody for Unsupervised Word and Phoneme Discovery Mar 15, 2021 Language Modelling Time Series
Code Code Available 5 Automatic alignment of surgical videos using kinematic data Apr 3, 2019 Dynamic Time Warping Time Series
Code Code Available 5 DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal Dec 7, 2018 EEG Electroencephalogram (EEG)
Code Code Available 5 Domain Adaptation with Representation Learning and Nonlinear Relation for Time Series Feb 15, 2022 Activity Recognition Domain Adaptation
Code Code Available 5 Domain Adaptation Under Behavioral and Temporal Shifts for Natural Time Series Mobile Activity Recognition Jul 10, 2022 Activity Recognition Contrastive Learning
Code Code Available 5 Don't Get Me Wrong: How to Apply Deep Visual Interpretations to Time Series Mar 14, 2022 Time Series Time Series Analysis
Code Code Available 5 Dynamic cyber risk estimation with Competitive Quantile Autoregression Jan 25, 2021 Time Series Time Series Analysis
Code Code Available 5 A Capsule Network for Traffic Speed Prediction in Complex Road Networks Jul 23, 2018 Time Series Time Series Analysis
Code Code Available 5 Block-Structure Based Time-Series Models For Graph Sequences Apr 24, 2018 Community Detection Time Series
Code Code Available 5 Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting Feb 25, 2020 Time Series Time Series Analysis
Code Code Available 5 Anomaly Detection for Industrial Control Systems Using Sequence-to-Sequence Neural Networks Nov 12, 2019 Anomaly Detection Time Series
Code Code Available 5 Distributional conformal prediction Sep 17, 2019 Conformal Prediction counterfactual
Code Code Available 5 DLBI: Deep learning guided Bayesian inference for structure reconstruction of super-resolution fluorescence microscopy May 20, 2018 Bayesian Inference Deep Learning
Code Code Available 5 Distillation Enhanced Time Series Forecasting Network with Momentum Contrastive Learning Jan 31, 2024 Contrastive Learning Data Augmentation
Code Code Available 5 BLEND: Behavior-guided Neural Population Dynamics Modeling via Privileged Knowledge Distillation Oct 2, 2024 Knowledge Distillation Time Series Analysis
Code Code Available 5 Distributed and parallel time series feature extraction for industrial big data applications Oct 25, 2016 Binary Classification Classification
Code Code Available 5 Black box variational inference for state space models Nov 23, 2015 State Space Models Time Series
Code Code Available 5 A General Deep Learning Framework for Network Reconstruction and Dynamics Learning Dec 30, 2018 Time Series Time Series Analysis
Code Code Available 5 Distribution Agnostic Symbolic Representations for Time Series Dimensionality Reduction and Online Anomaly Detection May 20, 2021 Anomaly Detection Clustering
Code Code Available 5 Discrete signature and its application to finance Dec 17, 2021 Time Series Time Series Analysis
Code Code Available 5 Discretize-Optimize vs. Optimize-Discretize for Time-Series Regression and Continuous Normalizing Flows May 27, 2020 image-classification Image Classification
Code Code Available 5 Discovering Synchronized Subsets of Sequences: A Large Scale Solution Jun 1, 2020 Time Series Time Series Analysis
Code Code Available 5 Trainable Time Warping: Aligning Time-Series in the Continuous-Time Domain Mar 21, 2019 General Classification Time Series
Code Code Available 5 The CoSTAR Block Stacking Dataset: Learning with Workspace Constraints Oct 27, 2018 6D Pose Estimation using RGBD Industrial Robots
Code Code Available 5 Discovering Subdimensional Motifs of Different Lengths in Large-Scale Multivariate Time Series Nov 20, 2019 Time Series Time Series Analysis
Code Code Available 5 DisCoVQA: Temporal Distortion-Content Transformers for Video Quality Assessment Jun 20, 2022 Time Series Analysis Video Quality Assessment
Code Code Available 5 Discovering long term dependencies in noisy time series data using deep learning Nov 15, 2020 BIG-bench Machine Learning Time Series
Code Code Available 5 A Better Alternative to Piecewise Linear Time Series Segmentation May 24, 2006 Time Series Time Series Analysis
Code Code Available 5 Discovering patterns of online popularity from time series Apr 10, 2019 Clustering Time Series
Code Code Available 5 Bioluminescence modeling for deep sea experiments Feb 9, 2021 Time Series Time Series Analysis
Code Code Available 5 Action Recognition Using Volumetric Motion Representations Nov 19, 2019 Action Recognition Data Augmentation
Code Code Available 5 Discovering physical concepts with neural networks Jul 26, 2018 Representation Learning scientific discovery
Code Code Available 5 Does Terrorism Trigger Online Hate Speech? On the Association of Events and Time Series Apr 30, 2020 Causal Inference Point Processes
Code Code Available 5 Biologically-Motivated Deep Learning Method using Hierarchical Competitive Learning Jan 4, 2020 Deep Learning Time Series
Code Code Available 5 Tripletformer for Probabilistic Interpolation of Irregularly sampled Time Series Oct 5, 2022 Astronomy Decoder
Code Code Available 5 Tropical time series, iterated-sums signatures and quasisymmetric functions Sep 17, 2020 Time Series Time Series Analysis
Code Code Available 5 Binary Spatial Random Field Reconstruction from Non-Gaussian Inhomogeneous Time-series Observations Apr 7, 2022 Time Series Time Series Analysis
Code Code Available 5 A fully automated periodicity detection in time series May 1, 2019 Clustering Time Series
Code Code Available 5 MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices May 15, 2025 Activity Recognition Code Generation
Code Code Available 5 TS-CHIEF: A Scalable and Accurate Forest Algorithm for Time Series Classification Jun 25, 2019 Attribute CPU
Code Code Available 5 Differentially Private Multivariate Time Series Forecasting of Aggregated Human Mobility With Deep Learning: Input or Gradient Perturbation? May 1, 2022 Decision Making Deep Learning
Code Code Available 5 A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification Jan 2, 2019 General Classification image-classification
Code Code Available 5 Dilated Convolutional Neural Networks for Time Series Forecasting Jan 2, 2018 Time Series Time Series Analysis
Code Code Available 5 Detection of Structural Change in Geographic Regions of Interest by Self Organized Mapping: Las Vegas City and Lake Mead across the Years Mar 29, 2018 Quantization Time Series
Code Code Available 5 Deep Learning Detection of Inaccurate Smart Electricity Meters: A Case Study Jul 26, 2019 Deep Learning Time Series Analysis
Code Code Available 5 Detrended Partial-Cross-Correlation Analysis: A New Method for Analyzing Correlations in Complex System Jan 30, 2015 Time Series Analysis
Code Code Available 5 Twitter mood predicts the stock market Oct 14, 2010 Decision Making Stock Market Prediction
Code Code Available 5 A Framework for Imbalanced Time-series Forecasting Jul 22, 2021 Time Series Time Series Analysis
Code Code Available 5 