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Papers

Showing 86768700 of 9169 papers

TitleStatusHype
Detecting Masquerade Attacks in Controller Area Networks Using Graph Machine LearningCode0
Bayesian Online Changepoint DetectionCode0
A New Deep Learning Architecture withInductive Bias Balance for Transformer Oil Temperature ForecastingCode0
Long-term Forecasting using Higher Order Tensor RNNsCode0
Long Short Term Memory Networks for Anomaly Detection in Time SeriesCode0
Long Short-term Cognitive NetworksCode0
Detecting Distributional Differences in Labeled Sequence Data with Application to Tropical Cyclone Satellite ImageryCode0
Detecting Cointegrating Relations in Non-stationary Matrix-Valued Time SeriesCode0
Bayesian Nonparametric Spectral EstimationCode0
Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical FeaturesCode0
Local Attention Mechanism: Boosting the Transformer Architecture for Long-Sequence Time Series ForecastingCode0
LMS-AutoTSF: Learnable Multi-Scale Decomposition and Integrated Autocorrelation for Time Series ForecastingCode0
Detecting and Explaining Causes From Text For a Time Series EventCode0
LLT: An R package for Linear Law-based Feature Space TransformationCode0
LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling lawCode0
LLM-Powered CPI Prediction Inference with Online Text Time SeriesCode0
Designing Time-Series Models With Hypernetworks & Adversarial PortfoliosCode0
Derivative Delay Embedding: Online Modeling of Streaming Time SeriesCode0
An Evaluation of Standard Statistical Models and LLMs on Time Series ForecastingCode0
LiPCoT: Linear Predictive Coding based Tokenizer for Self-supervised Learning of Time Series Data via Language ModelsCode0
LioNets: A Neural-Specific Local Interpretation Technique Exploiting Penultimate Layer InformationCode0
Dependent Latent Class ModelsCode0
Linear Simple Cycle Reservoirs at the edge of stability perform Fourier decomposition of the input driving signalsCode0
Density-Regression: Efficient and Distance-Aware Deep Regressor for Uncertainty Estimation under Distribution ShiftsCode0
Linear Dynamics: Clustering without identificationCode0
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