namratadeka / circe
Efficient Conditionally Invariant Representation Learning (ICLR 2023, Oral)
☆21Updated 2 years ago
Alternatives and similar repositories for circe:
Users that are interested in circe are comparing it to the libraries listed below
- Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style☆51Updated 3 years ago
- Experiments to reproduce results in Interventional Causal Representation Learning.☆25Updated 2 years ago
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆65Updated last year
- Disentangled gEnerative cAusal Representation (DEAR)☆59Updated 2 years ago
- ☆14Updated 4 years ago
- VAEs and nonlinear ICA: a unifying framework☆34Updated 4 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆119Updated 3 years ago
- ☆18Updated 3 years ago
- VAEs and nonlinear ICA: a unifying framework☆47Updated 5 years ago
- This repository is the official implementation of Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regulari…☆21Updated 2 years ago
- [ICML2023] InfoOT: Information Maximizing Optimal Transport☆40Updated last year
- Repo for the paper: "Agree to Disagree: Diversity through Disagreement for Better Transferability"☆35Updated 2 years ago
- Official Python3 implementation of our ICML 2021 paper "Unbalanced minibatch Optimal Transport; applications to Domain Adaptation"☆46Updated 2 years ago
- ☆30Updated 3 years ago
- The official implementation of paper "Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder"☆24Updated last year
- [CLeaR23] Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning☆30Updated last year
- Official PyTorch implementation of the Fishr regularization for out-of-distribution generalization☆85Updated 2 years ago
- Code for the paper "Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN)" (2020)☆32Updated 3 years ago
- ☆12Updated last year
- ☆36Updated 3 years ago
- ☆64Updated 4 years ago
- Robust Learning with the Hilbert-Schmidt Independence Criterion☆45Updated 4 years ago
- A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation, approximate Bayesian computation, col…☆37Updated 2 years ago
- ☆53Updated 8 months ago
- Generalizing to unseen domains via distribution matching☆70Updated 4 years ago
- Code for Model Agnostic Sample Reweighting for Out-of-Distribution Learning☆43Updated last year
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆50Updated 3 years ago
- ☆48Updated 2 years ago
- A python package providing a benchmark with various specified distribution shift patterns.☆57Updated last year
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆108Updated last year