yulewang97 / BeNeDiffLinks
[NeurIPS'24 Poster] Official Repo for Paper "Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models"
☆17Updated 10 months ago
Alternatives and similar repositories for BeNeDiff
Users that are interested in BeNeDiff are comparing it to the libraries listed below
Sorting:
- [NeurIPS'23 Spotlight] Official Repo for "Extraction and Recovery of Dpatio-temporal Structure in Latent Dynamics Alignment with Diffusio…☆50Updated 5 months ago
- Official implementation of "Intrinsic Dimension, Persistent Homology and Generalization in Neural Networks", NeurIPS 2021.☆30Updated 5 months ago
- ☆11Updated last year
- ☆25Updated last year
- [CLeaR23] Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning☆30Updated 2 years ago
- ☆38Updated 5 months ago
- Official Implementation of the paper "Variational Causal Networks: Approximate Bayesian Inference over Causal Structures"☆17Updated 3 years ago
- LEAP is a tool for discovering latent temporal causal relations with gradient-based neural network.☆36Updated 2 years ago
- ☆19Updated 8 months ago
- Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Lear…☆53Updated 2 years ago
- ☆21Updated 6 months ago
- Papers and Codes for the deep learning in hyperbolic space☆180Updated 3 years ago
- Official source code for "Graph Neural Networks for Learning Equivariant Representations of Neural Networks". In ICLR 2024 (oral).☆82Updated last year
- VAEs and nonlinear ICA: a unifying framework☆37Updated 5 years ago
- [NeurIPS 2020] Causal Discovery in Physical Systems from Videos☆79Updated 2 years ago
- PyTorch implementation of Swap-VAE: A self-supervised approach for generating neural activity☆13Updated 3 years ago
- Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.☆41Updated last year
- Code for the paper: "Independent mechanism analysis, a new concept?"☆24Updated 2 years ago
- Code for ECML/PKDD paper: "LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport"☆16Updated 4 years ago
- [NeurIPS 2023] Riemannian Residual Neural Networks (https://arxiv.org/abs/2006.10254)☆21Updated last year
- LEAP is a novel tool for discovering latent temporal causal relations.☆17Updated 3 years ago
- Poisson Identifiable VAE (pi-VAE)☆52Updated 4 years ago
- Diffusion Models for Causal Discovery☆85Updated 2 years ago
- Official code of the paper "BISCUIT: Causal Representation Learning from Binary Interactions" (UAI 2023)☆35Updated last year
- This is the code for the paper Embrace the Gap: VAEs perform Independent Mechanism Analysis, showing that optimizing the ELBO is equivale…☆23Updated last year
- ☆38Updated 5 years ago
- Mixed-curvature Variational Autoencoders (ICLR 2020)☆65Updated 4 years ago
- LieTransformer: Equivariant Self-Attention for Lie Groups☆72Updated last year
- This is the code repository associated with the paper "Abstractors and relational cross-attention: An inductive bias for explicit relati…☆18Updated last year
- Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)☆48Updated 4 years ago