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• Multimodal Meta-Learning for Time Series Regression
  2021 · 16 citations
• Do We Really Need Deep Learning Models for Time Series Forecasting?
  2021 · 14 citations
• Data-Driven Vehicle Trajectory Forecasting
  2019 · 4 citations
• Functional Latent Dynamics for Irregularly Sampled Time Series Forecasting
  2024 · 2 citations
• Few-Shot Forecasting of Time-Series with Heterogeneous Channels
  2022 · 1 citations
• Forecasting Irregularly Sampled Time Series using Graphs
  2023 · 1 citations
• Hyperparameter Tuning MLPs for Probabilistic Time Series Forecasting
  2024 · 1 citations
• Physiome-ODE: A Benchmark for Irregularly Sampled Multivariate Time Series Forecasting Based on Biological ODEs
  2025
• Mixing It Up: Exploring Mixer Networks for Irregular Multivariate Time Series Forecasting
  2025
• Probabilistic Forecasting of Irregular Time Series via Conditional Flows
  2024
• Auxiliary Quantile Forecasting with Linear Networks
  2022
• Few-shot human motion prediction for heterogeneous sensors
  2022
• Forecasting Early with Meta Learning
  2023