Bridging Distribution Shift and AI Safety: Conceptual and Methodological Synergies

28 May 2025

Papers citing "Bridging Distribution Shift and AI Safety: Conceptual and Methodological Synergies"

7 / 7 papers shown

Title
Detecting Out-of-Distribution Through the Lens of Neural Collapse Litian Liu Yao Qin OODD 60 7 0 02 Nov 2023
Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers Wanqian Yang Polina Kirichenko Micah Goldblum A. Wilson DRL 35 11 0 28 Nov 2022
When Does Group Invariant Learning Survive Spurious Correlations? Yimeng Chen Ruibin Xiong Zhiming Ma Yanyan Lan OOD CML 50 22 0 29 Jun 2022
A General Language Assistant as a Laboratory for Alignment Amanda Askell Yuntao Bai Anna Chen Dawn Drain Deep Ganguli ... Tom B. Brown Jack Clark Sam McCandlish C. Olah Jared Kaplan ALM 40 744 0 01 Dec 2021
Anti-Backdoor Learning: Training Clean Models on Poisoned Data Yige Li X. Lyu Nodens Koren Lingjuan Lyu Yue Liu Xingjun Ma OnRL 42 327 0 22 Oct 2021
Just Train Twice: Improving Group Robustness without Training Group Information Emmy Liu Behzad Haghgoo Annie S. Chen Aditi Raghunathan Pang Wei Koh Shiori Sagawa Percy Liang Chelsea Finn OOD 49 549 0 19 Jul 2021
Adversarial Domain Adaptation with Domain Mixup Minghao Xu Jian Zhang Bingbing Ni Teng Li Chengjie Wang Qi Tian Wenjun Zhang 15 443 0 04 Dec 2019