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Papers

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TitleStatusHype
Voice2Series: Reprogramming Acoustic Models for Time Series ClassificationCode1
Multi-Modal Prototype Learning for Interpretable Multivariable Time Series Classification0
Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICACode1
SCINet: Time Series Modeling and Forecasting with Sample Convolution and InteractionCode1
Adaptive Visibility Graph Neural Network and It's Application in Modulation Classification0
Ultimate ownership and bank competition0
Trend-Following Strategies via Dynamic Momentum Learning0
Faster than LASER -- Towards Stream Reasoning with Deep Neural Networks0
Economic Nowcasting with Long Short-Term Memory Artificial Neural Networks (LSTM)0
Deep Neural Networks for Approximating Stream Reasoning with C-SPARQL0
A stochastic metapopulation state-space approach to modeling and estimating Covid-19 spread0
Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data DetectionCode1
Cine-MRI detection of abdominal adhesions with spatio-temporal deep learning0
Time Series Anomaly Detection for Cyber-Physical Systems via Neural System Identification and Bayesian FilteringCode1
The Economic Impact of Critical National Infrastructure Failure Due to Space Weather0
EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification0
Next Generation Reservoir ComputingCode1
Hierarchically Regularized Deep Forecasting0
A Self-Supervised Framework for Function Learning and Extrapolation0
Signal processing on simplicial complexes0
Dynamic Asymmetric Causality Tests with an Application0
A Two-Step Framework for Arbitrage-Free Prediction of the Implied Volatility Surface0
Differentiable Neural Architecture Search with Morphism-based Transformable Backbone Architectures0
Graph Neural Network-Based Anomaly Detection in Multivariate Time SeriesCode1
Semi-supervised Time Series Classification by Temporal Relation PredictionCode1
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