A Survey on Evaluation of Out-of-Distribution Generalization

A Survey on Evaluation of Out-of-Distribution Generalization

4 March 2024

Peng Cui

Papers citing "A Survey on Evaluation of Out-of-Distribution Generalization"

15 / 15 papers shown

Title
Model Assembly Learning with Heterogeneous Layer Weight Merging Yi-Kai Zhang Jin Wang Xu-Xiang Zhong De-Chuan Zhan Han-Jia Ye MoMe 42 0 0 27 Mar 2025
CRTRE: Causal Rule Generation with Target Trial Emulation Framework Junda Wang Weijian Li Han Wang Hanjia Lyu Caroline P. Thirukumaran A. Mesfin Hong-ye Yu Jiebo Luo 29 0 0 10 Nov 2024
Testing Generalizability in Causal Inference Daniel de Vassimon Manela Linying Yang Robin J. Evans 23 0 0 05 Nov 2024
A prescriptive theory for brain-like inference Hadi Vafaii Dekel Galor Jacob L. Yates DRL 30 0 0 25 Oct 2024
Evaluating the Generalization Ability of Quantized LLMs: Benchmark, Analysis, and Toolbox Yijun Liu Yuan Meng Fang Wu Shenhao Peng Hang Yao Chaoyu Guan Chen Tang Xinzhu Ma Zhi Wang Wenwu Zhu MQ 48 7 0 15 Jun 2024
Adapting Physics-Informed Neural Networks to Improve ODE Optimization in Mosquito Population Dynamics D. V. Cuong Branislava Lalić Mina Petrić Binh Nguyen M. Roantree PINN AI4CE 42 0 0 07 Jun 2024
Rethinking the Evaluation Protocol of Domain Generalization Han Yu Xingxuan Zhang Renzhe Xu Jiashuo Liu Yue He Peng Cui OOD 16 7 0 24 May 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 203 2,232 0 22 Mar 2023
Spawrious: A Benchmark for Fine Control of Spurious Correlation Biases Aengus Lynch G. Dovonon Jean Kaddour Ricardo M. A. Silva 181 30 0 09 Mar 2023
Diagnosing Model Performance Under Distribution Shift Tiffany Cai Hongseok Namkoong Steve Yadlowsky 26 27 0 03 Mar 2023
Evaluating Robustness to Dataset Shift via Parametric Robustness Sets Nikolaj Thams Michael Oberst David Sontag OOD 27 10 0 31 May 2022
Diverse Weight Averaging for Out-of-Distribution Generalization Alexandre Ramé Matthieu Kirchmeyer Thibaud Rahier A. Rakotomamonjy Patrick Gallinari Matthieu Cord OOD 186 128 0 19 May 2022
SWAD: Domain Generalization by Seeking Flat Minima Junbum Cha Sanghyuk Chun Kyungjae Lee Han-Cheol Cho Seunghyun Park Yunsung Lee Sungrae Park MoMe 216 422 0 17 Feb 2021
The large learning rate phase of deep learning: the catapult mechanism Aitor Lewkowycz Yasaman Bahri Ethan Dyer Jascha Narain Sohl-Dickstein Guy Gur-Ari ODL 150 232 0 04 Mar 2020
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 273 2,878 0 15 Sep 2016