Stable Adversarial Learning under Distributional Shifts

Stable Adversarial Learning under Distributional Shifts

8 June 2020

Peng Cui

Papers citing "Stable Adversarial Learning under Distributional Shifts"

14 / 14 papers shown

Title
Out-of-distribution materials property prediction using adversarial learning based fine-tuning Qinyang Li Nicholas Miklaucic Jianjun Hu OODD AAML 28 0 0 17 Aug 2024
Weighted Risk Invariance: Domain Generalization under Invariant Feature Shift Gina Wong Joshua Gleason Ramalingam Chellappa Yoav Wald Anqi Liu OOD 43 0 0 25 Jul 2024
Graphs Generalization under Distribution Shifts Qin Tian Wenjun Wang Chen Zhao Minglai Shao Wang Zhang Dong Li OOD 38 2 0 25 Mar 2024
Invariant Random Forest: Tree-Based Model Solution for OOD Generalization Yufan Liao Qi Wu Xing Yan OODD OOD 36 2 0 07 Dec 2023
Rethinking the Evaluation Protocol of Domain Generalization Han Yu Xingxuan Zhang Renzhe Xu Jiashuo Liu Yue He Peng Cui OOD 35 7 0 24 May 2023
Moderately Distributional Exploration for Domain Generalization Ruiqi Dai Yonggang Zhang Zhen Fang Bo Han Xinmei Tian OOD 66 18 0 27 Apr 2023
DIRECT: Learning from Sparse and Shifting Rewards using Discriminative Reward Co-Training Philipp Altmann Thomy Phan Fabian Ritz Thomas Gabor Claudia Linnhoff-Popien OffRL 35 1 0 18 Jan 2023
Exploiting Personalized Invariance for Better Out-of-distribution Generalization in Federated Learning Xueyang Tang Song Guo Jie Zhang FedML OODD OOD 43 3 0 21 Nov 2022
Supervision Adaptation Balancing In-distribution Generalization and Out-of-distribution Detection Zhilin Zhao LongBing Cao Kun-Yu Lin 24 4 0 19 Jun 2022
Treatment Learning Causal Transformer for Noisy Image Classification Chao-Han Huck Yang I-Te Danny Hung Yi-Chieh Liu Pin-Yu Chen ViT 21 7 0 29 Mar 2022
Unified Group Fairness on Federated Learning Fengda Zhang Kun Kuang Yuxuan Liu Long Chen Chao-Xiang Wu Fei Wu Jiaxun Lu Yunfeng Shao Jun Xiao FedML 65 20 0 09 Nov 2021
Towards Out-Of-Distribution Generalization: A Survey Jiashuo Liu Zheyan Shen Yue He Xingxuan Zhang Renzhe Xu Han Yu Peng Cui CML OOD 69 519 0 31 Aug 2021
Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization Yibo Zeng Henry Lam 31 7 0 21 Jun 2021
An Investigation of Why Overparameterization Exacerbates Spurious Correlations Shiori Sagawa Aditi Raghunathan Pang Wei Koh Percy Liang 152 372 0 09 May 2020