ood-generalization topic

[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

YyzHarry

Library for the training and evaluation of object-centric models (ICML 2022)

addtt

[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift

YyzHarry

RoboBEV: Towards Robust Bird's Eye View Perception under Common Corruption and Domain Shift

Daniel-xsy

Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc

huytransformer

[NeurIPS 2022] "A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models", Yuanxin Liu, Fandong Meng, Zheng Lin, Jiangnan Li, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou

llyx97

This repository contains the ViewFool and ImageNet-V proposed by the paper “ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints” (NeurIPS2022).

Heathcliff-saku

Implementation of the paper SAM-Deblur: Let Segment Anything Boost Image Deblurring(ICASSP2024)

HPLQAQ

Code for Mind the Label Shift of Augmentation-based Graph OOD generalization (LiSA) in CVPR 2023. LiSA is a model-agnostic Graph OOD framework.

Samyu0304

[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization

YyzHarry