Meta-Causal Feature Learning for Out-of-Distribution Generalization

Meta-Causal Feature Learning for Out-of-Distribution Generalization

22 August 2022

Xuelong Li

Papers citing "Meta-Causal Feature Learning for Out-of-Distribution Generalization"

13 / 13 papers shown

Title
Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization Zhuang Qi Sijin Zhou Lei Meng Han Hu Han Yu Xiangxu Meng FedML CML 121 0 0 08 May 2025
Federated Out-of-Distribution Generalization: A Causal Augmentation View Runhui Zhang Sijin Zhou Zhuang Qi OOD FedML 73 1 0 28 Apr 2025
Global Intervention and Distillation for Federated Out-of-Distribution Generalization Zhuang Qi Runhui Zhang Lei Meng Wei Wu Yachong Zhang X. Meng FedML 68 1 0 01 Apr 2025
A Causal Adjustment Module for Debiasing Scene Graph Generation Li Liu Shuzhou Sun Shuaifeng Zhi Fan Shi Zhen Liu J. Heikkilä Yongxiang Liu CML 54 2 0 22 Mar 2025
Unifying Visual and Semantic Feature Spaces with Diffusion Models for Enhanced Cross-Modal Alignment Yuze Zheng Zixuan Li Xiangxian Li Jinxing Liu Yuqing Wang Xiangxu Meng Lei Meng DiffM 33 2 0 26 Jul 2024
Comparative Study of Neighbor-based Methods for Local Outlier Detection Zhuang Qi Junlin Zhang Xiaming Chen Xin Qi 23 0 0 29 May 2024
Vision-and-Language Navigation via Causal Learning Liuyi Wang Zongtao He Ronghao Dang Mengjiao Shen Chengju Liu Qijun Chen CML 44 13 0 16 Apr 2024
Causality-based Cross-Modal Representation Learning for Vision-and-Language Navigation Liuyi Wang Zongtao He Ronghao Dang Huiyi Chen Chengju Liu Qi Chen 33 1 0 06 Mar 2024
Class-level Structural Relation Modelling and Smoothing for Visual Representation Learning Zitan Chen Zhuang Qi Xiao Cao Xiangxian Li Xiangxu Meng Lei Meng 18 8 0 08 Aug 2023
Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data Zhuang Qi Lei Meng Zitan Chen Han Hu Hui Lin Xiangxu Meng FedML 18 18 0 07 Aug 2023
Unbiased Scene Graph Generation via Two-stage Causal Modeling Shuzhou Sun Shuaifeng Zhi Qing Liao J. Heikkilä Li Liu CML 26 33 0 11 Jul 2023
A Survey of Deep Causal Models and Their Industrial Applications Zongyu Li Xiaoning Guo Siwei Qiang CML AI4CE 27 7 0 19 Sep 2022
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 281 11,681 0 09 Mar 2017