CausalTriplet / causaltriplet
[CLeaR23] Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning
☆30Updated last year
Alternatives and similar repositories for causaltriplet:
Users that are interested in causaltriplet are comparing it to the libraries listed below
- Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style☆51Updated 3 years ago
- ☆28Updated last year
- Experiments to reproduce results in Interventional Causal Representation Learning.☆26Updated 2 years ago
- ☆44Updated 2 years ago
- Code repository of the paper "CITRIS: Causal Identifiability from Temporal Intervened Sequences" and "iCITRIS: Causal Representation Lear…☆50Updated last year
- ☆15Updated 2 years ago
- [NeurIPS 2022] Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergen…☆13Updated 2 years ago
- ☆30Updated 3 years ago
- Quantile risk minimization☆24Updated 7 months ago
- [ICML2023] InfoOT: Information Maximizing Optimal Transport☆40Updated last year
- Functional Optimal Transport: Map Estimation and Domain Adaptation for Functional data☆26Updated 3 years ago
- The code for our NeurIPS 2021 paper "Kernelized Heterogeneous Risk Minimization".☆12Updated 3 years ago
- ☆16Updated 8 months ago
- ☆12Updated last year
- Codebase for the paper titled "Continual learning with local module selection"☆25Updated 3 years ago
- ☆37Updated 7 months ago
- ☆107Updated last year
- Official Implementation of the paper: "A Rate-Distorion View of Uncertainty Quantification", ICML 2024☆28Updated 6 months ago
- Improving Transformation Invariance in Contrastive Representation Learning☆13Updated 4 years ago
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Updated 3 years ago
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆23Updated 3 years ago
- ☆23Updated last year
- Code to reproduce the experimental results from the paper "Active Invariant Causal Prediction: Experiment Selection Through Stability", b…☆19Updated last year
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆41Updated last year
- Official code of the paper "BISCUIT: Causal Representation Learning from Binary Interactions" (UAI 2023)☆30Updated last year
- LISA for ICML 2022☆47Updated last year
- This repository is the official implementation of Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regulari…☆21Updated 2 years ago
- ☆27Updated 4 years ago
- This repository hosts the dataset and source code for "A causal view of compositional zero-shot recognition". Yuval Atzmon, Felix Kreuk, …☆27Updated 3 years ago
- [NeurIPS'20] Code for the Paper Compositional Visual Generation and Inference with Energy Based Models☆44Updated last year