no code implementations • 7 Dec 2023 • Yufan Liao, Qi Wu, Xing Yan
This paper introduces a novel and effective solution for OOD generalization of decision tree models, named Invariant Decision Tree (IDT).
no code implementations • 18 Nov 2022 • Yufan Liao, Qi Wu, Xing Yan
Invariant learning methods try to find an invariant predictor across several environments and have become popular in OOD generalization.
1 code implementation • 18 Jul 2022 • Wenyi Li, Shengjie Zheng, Yufan Liao, Rongqi Hong, Weiliang Chen, Chenggnag He, Xiaojian Li
In this paper, we propose a deep learning neural network architecture with biological properties to reconstruct visual image from spike trains.