Search Results for author: Yufan Liao

Found 3 papers, 1 papers with code

Invariant Random Forest: Tree-Based Model Solution for OOD Generalization

no code implementations7 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).

Decorr: Environment Partitioning for Invariant Learning and OOD Generalization

no code implementations18 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.

The Brain-Inspired Decoder for Natural Visual Image Reconstruction

1 code implementation18 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.

Image Reconstruction

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