Toward Learning Human-aligned Cross-domain Robust Models by Countering
Misaligned Features

Toward Learning Human-aligned Cross-domain Robust Models by Countering Misaligned Features

5 November 2021

Papers citing "Toward Learning Human-aligned Cross-domain Robust Models by Countering Misaligned Features"

13 / 13 papers shown

Title
MADOD: Generalizing OOD Detection to Unseen Domains via G-Invariance Meta-Learning Haoliang Wang Chen Zhao Feng Chen 31 3 0 02 Nov 2024
Quantitative Evaluation of the Saliency Map for Alzheimer's Disease Classifier with Anatomical Segmentation Yihan Zhang Xuanshuo Zhang Wei Wu Haohan Wang 21 0 0 11 Jul 2024
Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation Ján Cegin Branislav Pecher Jakub Simko Ivan Srba M. Bieliková Peter Brusilovsky 33 10 0 12 Jan 2024
A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance Zeyi Huang Andy Zhou Zijian Lin Mu Cai Haohan Wang Yong Jae Lee VLM OOD 26 28 0 21 Sep 2023
Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models Peiyan Zhang Hao Liu Chaozhuo Li Xing Xie Sunghun Kim Haohan Wang VLM OOD 29 8 0 21 Aug 2023
ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness Ján Cegin Jakub Simko Peter Brusilovsky 26 42 0 22 May 2023
Expeditious Saliency-guided Mix-up through Random Gradient Thresholding Minh-Long Luu Zeyi Huang Eric P. Xing Yong Jae Lee Haohan Wang AAML 31 1 0 09 Dec 2022
Robustar: Interactive Toolbox Supporting Precise Data Annotation for Robust Vision Learning Chonghan Chen Haohan Wang Leyang Hu Yuhao Zhang Shuguang Lyu Jingcheng Wu Xinnuo Li Linjing Sun Eric P. Xing VLM 17 0 0 18 Jul 2022
The Two Dimensions of Worst-case Training and the Integrated Effect for Out-of-domain Generalization Zeyi Huang Haohan Wang Dong Huang Yong Jae Lee Eric P. Xing 13 22 0 09 Apr 2022
Exploring Transformer Backbones for Heterogeneous Treatment Effect Estimation Yi-Fan Zhang Hanlin Zhang Zachary Chase Lipton Li Erran Li Eric P. Xing OODD 24 29 0 02 Feb 2022
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 139 130 0 15 Dec 2021
Towards Principled Disentanglement for Domain Generalization Hanlin Zhang Yi-Fan Zhang Weiyang Liu Adrian Weller Bernhard Schölkopf Eric P. Xing OOD 31 112 0 27 Nov 2021
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 789 0 19 Feb 2009