PMM-Net: Single-stage Multi-agent Trajectory Prediction with Patching-based Embedding and Explicit Modal Modulation Oct 25, 2024 Time Series Time Series Forecasting
Code Code Available Port-Hamiltonian Approach to Neural Network Training Sep 6, 2019 Time Series Forecasting
Code Code Available Better Batch for Deep Probabilistic Time Series Forecasting May 26, 2023 Decision Making Probabilistic Time Series Forecasting
Code Code Available FDF: Flexible Decoupled Framework for Time Series Forecasting with Conditional Denoising and Polynomial Modeling Oct 17, 2024 Decision Making Denoising
Code Code Available Powerformer: A Transformer with Weighted Causal Attention for Time-series Forecasting Feb 10, 2025 Inductive Bias Time Series
Code Code Available Temporal Attention augmented Bilinear Network for Financial Time-Series Data Analysis Dec 4, 2017 Time Series Time Series Analysis
Code Code Available Performative Time-Series Forecasting Oct 9, 2023 Time Series Time Series Forecasting
Code Code Available Performance evaluation of deep neural networks for forecasting time-series with multiple structural breaks and high volatility Nov 14, 2019 Time Series Time Series Analysis
Code Code Available Temporal Attention Augmented Bilinear Network for Financial Time Series Data Analysis May 5, 2019 Time Series Time Series Analysis
Code Code Available AverageTime: Enhance Long-Term Time Series Forecasting with Simple Averaging Dec 30, 2024 Time Series Time Series Analysis
Code Code Available A New Deep Learning Architecture withInductive Bias Balance for Transformer Oil Temperature Forecasting May 28, 2023 Inductive Bias Time Series
Code Code Available Fast ES-RNN: A GPU Implementation of the ES-RNN Algorithm Jul 7, 2019 GPU Time Series
Code Code Available AutoXPCR: Automated Multi-Objective Model Selection for Time Series Forecasting Dec 20, 2023 AutoML Meta-Learning
Code Code Available Autoregressive Convolutional Recurrent Neural Network for Univariate and Multivariate Time Series Prediction Mar 6, 2019 Time Series Time Series Analysis
Code Code Available Predicting Future Mosquito Larval Habitats Using Time Series Climate Forecasting and Deep Learning Aug 1, 2022 Time Series Time Series Analysis
Code Code Available Predicting Outcomes in Video Games with Long Short Term Memory Networks Feb 24, 2024 Decision Making Time Series
Code Code Available Fairness in Forecasting of Observations of Linear Dynamical Systems Sep 12, 2022 Fairness Time Series
Code Code Available AutoFITS: Automatic Feature Engineering for Irregular Time Series Dec 29, 2021 Feature Engineering Irregular Time Series
Code Code Available Predicting the Number of Reported Bugs in a Software Repository Apr 24, 2021 Time Series Time Series Analysis
Code Code Available A Unified Hyperparameter Optimization Pipeline for Transformer-Based Time Series Forecasting Models Jan 2, 2025 Hyperparameter Optimization Mamba
Code Code Available Traffic signal prediction on transportation networks using spatio-temporal correlations on graphs Apr 27, 2021 Multivariate Time Series Forecasting Prediction
Code Code Available Towards Better Forecasting by Fusing Near and Distant Future Visions Dec 11, 2019 Decoder Multivariate Time Series Forecasting
Code Code Available Prediction of the motion of chest internal points using a recurrent neural network trained with real-time recurrent learning for latency compensation in lung cancer radiotherapy Jul 13, 2022 Image Registration Multivariate Time Series Forecasting
Code Code Available PDETime: Rethinking Long-Term Multivariate Time Series Forecasting from the perspective of partial differential equations Feb 25, 2024 Multivariate Time Series Forecasting Time Series
Code Code Available Predictive Auto-scaling with OpenStack Monasca Nov 3, 2021 CPU Time Series Analysis
Code Code Available Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning Aug 28, 2020 Ensemble Learning Time Series
Code Code Available Temporal Pattern Attention for Multivariate Time Series Forecasting Sep 12, 2018 Multivariate Time Series Forecasting Time Series
Code Code Available Optimizing Time Series Forecasting: A Comparative Study of Adam and Nesterov Accelerated Gradient on LSTM and GRU networks Using Stock Market data Sep 28, 2024 Prediction Time Series
Code Code Available Generalization capabilities and robustness of hybrid models grounded in physics compared to purely deep learning models Apr 27, 2024 Deep Learning Hybrid Machine Learning
Code Code Available Optimal starting point for time series forecasting Sep 25, 2024 Time Series Time Series Forecasting
Code Code Available Optimal activity and battery scheduling algorithm using load and solar generation forecast Dec 6, 2021 Missing Values Scheduling
Code Code Available On projection methods for functional time series forecasting May 10, 2021 Time Series Time Series Analysis
Code Code Available On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters Sep 16, 2018 regression Time Series
Code Code Available An Evaluation of Standard Statistical Models and LLMs on Time Series Forecasting Aug 9, 2024 Sentiment Analysis Text Generation
Code Code Available Not All Frequencies Are Created Equal:Towards a Dynamic Fusion of Frequencies in Time-Series Forecasting Jul 17, 2024 All Time Series
Code Code Available Classification with 2-D Convolutional Neural Networks for breast cancer diagnosis Jul 7, 2020 Classification Diagnostic
Code Code Available Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN Mar 29, 2019 Generative Adversarial Network Probabilistic Time Series Forecasting
Code Code Available Non-collective Calibrating Strategy for Time Series Forecasting May 29, 2025 Time Series Time Series Forecasting
Code Code Available Adaptive Sparsity Level during Training for Efficient Time Series Forecasting with Transformers May 28, 2023 Time Series Time Series Forecasting
Code Code Available Conditional Temporal Neural Processes with Covariance Loss Jun 22, 2021 Time Series Forecasting Traffic Prediction
Code Code Available Probabilistic sequential matrix factorization Oct 9, 2019 Imputation Multivariate Time Series Forecasting
Code Code Available A CNN-BiLSTM Model with Attention Mechanism for Earthquake Prediction Dec 26, 2021 Earthquake prediction Prediction
Code Code Available Explaining deep learning models for ozone pollution prediction via embedded feature selection Mar 21, 2024 feature selection Time Series
Code Code Available Multivariate de Bruijn Graphs: A Symbolic Graph Framework for Time Series Forecasting May 28, 2025 Time Series Time Series Forecasting
Code Code Available Multiple-Resolution Tokenization for Time Series Forecasting with an Application to Pricing Jul 3, 2024 Time Series Time Series Forecasting
Code Code Available Multiple model estimation under perspective of random-fuzzy dual interpretation of unknown uncertainty Apr 1, 2024 Keypoint Estimation Point Tracking
Code Code Available Analyzing Deep Transformer Models for Time Series Forecasting via Manifold Learning Oct 17, 2024 Time Series Time Series Forecasting
Code Code Available Probing the Robustness of Time-series Forecasting Models with CounterfacTS Mar 6, 2024 Time Series Time Series Forecasting
Code Code Available Multimodal Physical Activity Forecasting in Free-Living Clinical Settings: Hunting Opportunities for Just-in-Time Interventions Oct 12, 2024 regression Time Series Forecasting
Code Code Available MTS-UNMixers: Multivariate Time Series Forecasting via Channel-Time Dual Unmixing Nov 26, 2024 Mamba Multivariate Time Series Forecasting
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