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1. Deep-Signature Deep-Signature Public

   [ICLR 2025] Deep Signature: Characterization of Large-Scale Molecular Dynamics

   Python 5

2. FNSDA FNSDA Public

   [TPAMI 2025] Generalizing to New Dynamical Systems via Frequency Domain Adaptation

   Python 2

3. LSSAE LSSAE Public

   [ICML 2022] Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder

   Python 23 5

4. ULDA ULDA Public

   The official implementation of paper "Unsupervised Few-Shot Learning via Distribution Shift-based Augmentation"

   Python 27 7

5. graph-neural-cdes graph-neural-cdes Public

   [TPAMI 2025] Learning Dynamic Graph Embeddings with Neural Controlled Differential Equations

   Python 2