phlippe / CITRIS
Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Learning for Instantaneous Temporal Effects"
☆51Updated last year
Alternatives and similar repositories for CITRIS:
Users that are interested in CITRIS are comparing it to the libraries listed below
- [CLeaR23] Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning☆30Updated last year
- ☆28Updated last year
- Code to reproduce the experimental results from the paper "Active Invariant Causal Prediction: Experiment Selection Through Stability", b…☆19Updated last year
- Official repository of the paper "Efficient Neural Causal Discovery without Acyclicity Constraints"☆82Updated 11 months ago
- Official code of the paper "BISCUIT: Causal Representation Learning from Binary Interactions" (UAI 2023)☆30Updated last year
- Code for the paper "Contrastive Learning Inverts the Data Generating Process".☆90Updated 7 months ago
- ☆53Updated 8 months ago
- Code for "Causal autoregressive flows" - AISTATS, 2021☆44Updated 3 years ago
- Amortized Inference for Causal Structure Learning, NeurIPS 2022☆63Updated last month
- ☆21Updated 2 years ago
- ☆24Updated last year
- ☆22Updated last year
- Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style☆51Updated 3 years ago
- [NeurIPS 2022] Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergen…☆13Updated 2 years ago
- Code for ICE-BeeM paper - NeurIPS 2020☆86Updated 3 years ago
- Experiments to reproduce results in Interventional Causal Representation Learning.