THU-TAI / OOD_TutorialLinks
A hands-on & simple tutorial for out-of-distribution generalization.
☆18Updated 3 years ago
Alternatives and similar repositories for OOD_Tutorial
Users that are interested in OOD_Tutorial are comparing it to the libraries listed below
Sorting:
- This is the official implementation of Self-Challenging Improves Cross-Domain Generalization, ECCV2020☆165Updated 4 years ago
- "Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness" (NeurIPS 2020).☆51Updated 4 years ago
- ☆33Updated 4 years ago
- ☆108Updated 3 years ago
- [CVPR 2022 Oral] Towards Principled Disentanglement for Domain Generalization☆63Updated 2 years ago
- Code for our ECCV paper -- "Learning to Balance Specificity and Invariance for In and Out of Domain Generalization"☆56Updated 5 years ago
- ☆49Updated 2 years ago
- This code accompanies the paper "Parameter-free Online Test-time Adaptation".☆76Updated 3 years ago
- The Pytorch implementation for "Learning to Learn Single Domain Generalization" (CVPR 2020)☆148Updated 5 years ago
- [ CVPR 2021 Oral ] Pytorch implementation for "Adversarial Robustness under Long-Tailed Distribution"☆102Updated 4 years ago
- This is the code of CVPR'20 paper "Distilling Cross-Task Knowledge via Relationship Matching".☆49Updated 4 years ago
- [ICLR 2022] Official pytorch implementation of "Uncertainty Modeling for Out-of-Distribution Generalization" in International Conference …☆162Updated 3 years ago
- TTT Code Release☆149Updated 5 years ago
- Code and models for the paper Shape-Texture Debiased Neural Network Training (ICLR 2021)☆108Updated 2 years ago
- [ICML 2020] Continuously Indexed Domain Adaptation☆119Updated 3 years ago
- PyTorch implementation of our Adam-NSCL algorithm from our CVPR2021 (oral) paper "Training Networks in Null Space for Continual Learning"☆64Updated 4 years ago
- Official repo for PAC-Bayes Information Bottleneck. ICLR 2022.☆49Updated 3 years ago
- [CVPR 2021] MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition☆61Updated 2 years ago
- ☆23Updated 3 years ago
- ☆60Updated 3 years ago
- [ICCV 2021] Released code for Causal Attention for Unbiased Visual Recognition☆80Updated last year
- [CVPR 2022 Oral] Code release for "Causality Inspired Representation Learning for Domain Generalization"☆155Updated 2 years ago
- NeurIPS'2019: Are Anchor Points Really Indispensable in Label-Noise Learning?☆100Updated 4 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆149Updated 3 years ago
- This is the repo for the paper "Episodic Training for Domain Generalization" https://arxiv.org/abs/1902.00113☆57Updated 2 years ago
- [NeurIPS 2017] [ICML 2019] Code for complementary-label learning☆49Updated last month
- [NeurIPS] TTT++: When Does Self-supervised Test-time Training Fail or Thrive?☆70Updated 3 years ago
- CVPR2021: Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces☆22Updated 4 years ago
- Codes for our ICLR2020 paper: Knowledge Consistency between Neural Networks and Beyond☆16Updated 5 years ago
- Automatic model evaluation (AutoEval) in CVPR'21&TPAMI'22☆37Updated 2 years ago