TjuJianyu / RFC
☆12Updated last year
Alternatives and similar repositories for RFC:
Users that are interested in RFC are comparing it to the libraries listed below
- ☆30Updated 3 years ago
- The code for our NeurIPS 2021 paper "Kernelized Heterogeneous Risk Minimization".☆12Updated 3 years ago
- This is the project for IRM methods☆12Updated 3 years ago
- ☆48Updated 2 years ago
- ☆42Updated 2 years ago
- Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"☆12Updated 9 months ago
- Invariant-feature Subspace Recovery (ISR)☆23Updated 2 years ago
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆23Updated 3 years ago
- Predicting Out-of-Distribution Error with the Projection Norm☆17Updated 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
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆50Updated 3 years ago
- Code for Model Agnostic Sample Reweighting for Out-of-Distribution Learning☆43Updated last year
- Learning Representations that Support Robust Transfer of Predictors☆20Updated 3 years ago
- This repository contains the implementation of Concept Activation Regions, a new framework to explain deep neural networks with human con…☆11Updated 2 years ago
- Repo for the paper: "Agree to Disagree: Diversity through Disagreement for Better Transferability"☆35Updated 2 years ago
- Coresets via Bilevel Optimization☆65Updated 4 years ago
- ☆24Updated last year
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆65Updated last year
- ☆21Updated 2 years ago
- ☆27Updated 3 years ago
- Understanding Rare Spurious Correlations in Neural Network☆12Updated 2 years ago
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆41Updated last year
- Distributional and Outlier Robust Optimization (ICML 2021)☆26Updated 3 years ago
- Code Release for Learning to Adapt to Evolving Domains☆30Updated 3 years ago
- ☆44Updated 2 years ago
- ☆18Updated 3 years ago
- We define and estimate smooth unique information of samples with respect to classifier weights and predictions. We compute these quantiti…☆11Updated 3 years ago
- ☆11Updated 2 years ago
- ☆15Updated 7 months ago
- PyTorch implementation of "Online Hyperparameter Optimization for Class-Incremental Learning" (AAAI 2023 Oral)☆17Updated last year