ysharma1126 / ssl_identifiabilityLinks
Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style
☆53Updated 3 years ago
Alternatives and similar repositories for ssl_identifiability
Users that are interested in ssl_identifiability are comparing it to the libraries listed below
Sorting:
- ☆31Updated last year
- ☆108Updated last year
- Official implementation of paper Gradient Matching for Domain Generalization☆122Updated 3 years ago
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆72Updated last year
- ☆46Updated 2 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆42Updated last year
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆24Updated 3 years ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆50Updated 4 years ago
- Repo for the paper: "Agree to Disagree: Diversity through Disagreement for Better Transferability"☆36Updated 2 years ago
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆67Updated 2 years ago
- ☆22Updated 3 years ago
- Efficient Conditionally Invariant Representation Learning (ICLR 2023, Oral)☆21Updated 2 years ago
- ☆36Updated 4 years ago
- Official PyTorch implementation of the Fishr regularization for out-of-distribution generalization☆87Updated 3 years ago
- ☆63Updated 4 years ago
- LISA for ICML 2022☆51Updated 2 years ago
- Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020)☆91Updated 4 years ago
- Project for the Large Scale Optimization course at Skoltech☆22Updated 6 years ago
- Code for Neural Manifold Clustering and Embedding☆61Updated 3 years ago
- The official implementation of paper "Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder"☆24Updated last year
- Repository for theory and methods for Out-of-Distribution (OoD) generalization☆63Updated 3 years ago
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆109Updated 2 years ago
- [ICLR'21] Counterfactual Generative Networks☆107Updated 4 years ago
- [CLeaR23] Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning☆30Updated 2 years ago
- ☆31Updated 3 years ago
- Implementation of Multi-View Information Bottleneck☆132Updated 5 years ago
- [ICML2023] InfoOT: Information Maximizing Optimal Transport☆42Updated 2 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
- Disentangled gEnerative cAusal Representation (DEAR)☆61Updated 2 years ago
- Coresets via Bilevel Optimization☆66Updated 4 years ago