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Showing 5701–5750 of 9169 papers

TitleStatusHype
Objective Evaluation of Deep Visual Interpretations on Time Series Data—0
BLUnet: Arithmetic-free Inference with Bit-serialised Table Lookup Operation for Efficient Deep Neural Networks—0
Modelling neuronal behaviour with time series regression: Recurrent Neural Networks on synthetic C. elegans data—0
Modeling Variable Space with Residual Tensor Networks for Multivariate Time Series—0
Selective Cross-Domain Consistency Regularization for Time Series Domain Generalization—0
DIVERSIFY to Generalize: Learning Generalized Representations for Time Series Classification—0
Mixed-Memory RNNs for Learning Long-term Dependencies in Irregularly Sampled Time Series—0
MECATS: Mixture-of-Experts for Probabilistic Forecasts of Aggregated Time Series—0
Sample Complexity of the Robust LQG Regulator with Coprime Factors Uncertainty—0
TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting—0
Spatiotemporal Representation Learning on Time Series with Dynamic Graph ODEs—0
Loss meta-learning for forecasting—0
Long-term Prediction of Nonlinear Time Series Using Autoencoder and Echo State Networks—0
Less is more: Selecting the right benchmarking set of data for time series classification—0
LatTe Flows: Latent Temporal Flows for Multivariate Sequence Analysis—0
Automatic Forecasting via Meta-Learning—0
Kernel distance measures for time series, random fields and other structured data—0
Iterative Bilinear Temporal-Spectral Fusion for Unsupervised Representation Learning in Time Series—0
Taking ROCKET on an efficiency mission: A distributed solution for fast and accurate multivariate time series classification—0
Information-Aware Time Series Meta-Contrastive Learning—0
SegTime: Precise Time Series Segmentation without Sliding Window—0
IIT-GAN: Irregular and Intermittent Time-series Synthesis with Generative Adversarial Networks—0
Huber Additive Models for Non-stationary Time Series Analysis—0
A Systematic Evaluation of Domain Adaptation Algorithms On Time Series Data—0
Tractable Dendritic RNNs for Identifying Unknown Nonlinear Dynamical Systems—0
TS-BERT: A fusion model for Pre-trainning Time Series-Text Representations—0
The VVAD-LRS3 Dataset for Visual Voice Activity Detection—0
Anomaly Detection for High-Dimensional Data Using Large Deviations Principle—0
Macroeconomic forecasting with LSTM and mixed frequency time series data—0
Lithium-ion Battery State of Health Estimation based on Cycle Synchronization using Dynamic Time Warping—0
Improving Time Series Classification Algorithms Using Octave-Convolutional Layers—0
Empirics on the expressiveness of Randomized Signature—0
Time Series Model Attribution Visualizations as Explanations—0
Improving the Thermal Infrared Monitoring of Volcanoes: A Deep Learning Approach for Intermittent Image Series—0
System Identification in Multi-Actuator Hard Disk Drives with Colored Noises using Observer/Kalman Filter Identification (OKID) Framework—0
Bitcoin Volatility and Intrinsic Time Using Double Subordinated Levy Processes—0
Modeling of Low Rank Time Series—0
Distributed Estimation of Sparse Inverse Covariances—0
Influence of Mobility Restrictions on Transmission of COVID-19 in the state of Maryland -- the USA—0
Indoor Localization Using Smartphone Magnetic with Multi-Scale TCN and LSTM—0
Improving the spectral resolution of fMRI signals through the temporal de-correlation approach—0
Deep Learning with Kernel Flow Regularization for Time Series Forecasting—0
IRMAC: Interpretable Refined Motifs in Binary Classification for Smart Grid Applications—0
High-dimensional regression with potential prior information on variable importanceCode0
Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals—0
A Wavelet Method for Panel Models with Jump Discontinuities in the ParametersCode0
Learning Predictive and Interpretable Timeseries Summaries from ICU Data—0
Quantile-based fuzzy C-means clustering of multivariate time series: Robust techniques—0
Analysis of chaotic dynamical systems with autoencoders—0
Early and Revocable Time Series Classification—0
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