imartinezl / difwLinks
Expressive diffeomorphic transformations based on the closed-form integration of continuous piecewise affine velocity functions.
☆16Updated 2 years ago
Alternatives and similar repositories for difw
Users that are interested in difw are comparing it to the libraries listed below
Sorting:
- Code for: "Neural Controlled Differential Equations for Online Prediction Tasks"☆39Updated 3 years ago
- Pytorch (PyG) and Tensorflow (Keras/Spektral) implementation of Total Variation Graph Neural Network (TVGNN), as presented at ICML 2023.☆20Updated 9 months ago
- This repository reproduces the results in the paper "How expressive are transformers in spectral domain for graphs?"(published in TMLR)☆12Updated 3 years ago
- PyTorch implementation for OCT-GAN Neural ODE-based Conditional Tabular GANs (WWW 2021)☆15Updated 3 years ago
- Official code for the ICLR 2021 paper Neural ODE Processes☆75Updated 3 years ago
- Lipschitz Recurrent Neural Networks☆30Updated 4 years ago
- Official implementation of NeurIPS'21: Implicit SVD for Graph Representation Learning☆20Updated 4 years ago
- Official repository for Cell Attention Networks☆14Updated last year
- Benchmark time series data sets for PyTorch☆36Updated last year
- ☆15Updated 2 years ago
- ☆18Updated 4 years ago
- PyTorch Codes for Haar Graph Pooling☆11Updated 2 years ago
- Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)☆121Updated 4 years ago
- Repository of the paper "On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks" published in ACM CIKM …☆16Updated 2 years ago
- Supplementary code for the paper "Meta-Solver for Neural Ordinary Differential Equations" https://arxiv.org/abs/2103.08561☆25Updated 4 years ago
- Official code repository for the papers "Anti-Symmetric DGN: a stable architecture for Deep Graph Networks" accepted at ICLR 2023; "Non-D…☆15Updated last year
- ☆18Updated 3 years ago
- A benchmark of meaningful graph datasets with tabular node features☆14Updated 2 months ago
- PyTorch implementation of the NCDSSM models presented in the ICML '23 paper "Neural Continuous-Discrete State Space Models for Irregularl…☆25Updated 2 years ago
- ☆23Updated 3 years ago
- Official code for UnICORNN (ICML 2021)☆28Updated 4 years ago
- An encoder-decoder framework for learning from incomplete data☆45Updated 2 years ago
- ☆11Updated 3 years ago
- Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations☆28Updated 3 years ago
- Code for "Generalised Interpretable Shapelets for Irregular Time Series"☆57Updated 2 years ago
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Updated 4 years ago
- Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)☆52Updated 4 years ago
- A basic implementation of the paper Eigengame : PCA as a Nash Equilibrium☆21Updated 4 years ago
- ☆31Updated 4 years ago
- NeurIPS 2022: Tree Mover’s Distance: Bridging Graph Metrics and Stability of Graph Neural Networks☆37Updated 2 years ago