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Mitigating Simplicity Bias in Deep Learning for Improved OOD
  Generalization and Robustness

Mitigating Simplicity Bias in Deep Learning for Improved OOD Generalization and Robustness

9 October 2023
Bhavya Vasudeva
Kameron Shahabi
Vatsal Sharan
ArXivPDFHTML

Papers citing "Mitigating Simplicity Bias in Deep Learning for Improved OOD Generalization and Robustness"

4 / 4 papers shown
Title
Simple and Fast Group Robustness by Automatic Feature Reweighting
Simple and Fast Group Robustness by Automatic Feature Reweighting
Shi Qiu
Andres Potapczynski
Pavel Izmailov
A. Wilson
OOD
62
53
0
19 Jun 2023
Diversify and Disambiguate: Learning From Underspecified Data
Diversify and Disambiguate: Learning From Underspecified Data
Yoonho Lee
Huaxiu Yao
Chelsea Finn
205
64
0
07 Feb 2022
An Investigation of Why Overparameterization Exacerbates Spurious
  Correlations
An Investigation of Why Overparameterization Exacerbates Spurious Correlations
Shiori Sagawa
Aditi Raghunathan
Pang Wei Koh
Percy Liang
146
370
0
09 May 2020
Invariant Rationalization
Invariant Rationalization
Shiyu Chang
Yang Zhang
Mo Yu
Tommi Jaakkola
179
201
0
22 Mar 2020
1