Gordon-Guojun-Zhang / Transferability-NeurIPS2021
This repo includes our code for evaluating and improving transferability in domain generalization (NeurIPS 2021)
☆12Updated last year
Related projects: ⓘ
- ☆29Updated 2 years ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆48Updated 3 years ago
- ☆48Updated last year
- ☆41Updated last year
- ☆35Updated 3 years ago
- An Empirical Study of Invariant Risk Minimization☆28Updated 4 years ago
- Code repository for the paper "Invariant and Transportable Representations for Anti-Causal Domain Shifts"☆12Updated 2 years ago
- A study on the following problems: what the memorization problem is in meta-learning; why memorization problem happens; and how we can pr…☆20Updated last year
- The code for our NeurIPS 2021 paper "Kernelized Heterogeneous Risk Minimization".☆11Updated 2 years ago
- Code for the ICML 2021 paper "Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation", Haoxi…☆68Updated 2 years ago
- ☆65Updated last month
- ☆17Updated last year
- ☆40Updated last year
- Explanation Optimization☆13Updated 3 years ago
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆66Updated 4 months ago
- ☆34Updated 3 years ago
- ☆31Updated last year
- Official code for "In Search of Robust Measures of Generalization" (NeurIPS 2020)☆28Updated 3 years ago
- Code for ICLR 2019 Paper, "MAX-MIG: AN INFORMATION THEORETIC APPROACH FOR JOINT LEARNING FROM CROWDS"☆25Updated last year
- ☆65Updated 3 years ago
- ☆41Updated 2 years ago
- ☆27Updated 3 years ago
- Coresets via Bilevel Optimization☆66Updated 3 years ago
- Distributional and Outlier Robust Optimization (ICML 2021)☆27Updated 3 years ago
- Official PyTorch implementation of "EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization"☆21Updated 2 years ago
- This repository contains implementations of the paper, Bayesian Model-Agnostic Meta-Learning.☆58Updated 5 years ago
- This is the project for IRM methods☆11Updated 3 years ago
- ☆11Updated last year
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆23Updated 2 years ago
- HSML Dynamic version for ICML 2019☆12Updated 5 years ago