Is Last Layer Re-Training Truly Sufficient for Robustness to Spurious Correlations?

1 August 2023

Papers citing "Is Last Layer Re-Training Truly Sufficient for Robustness to Spurious Correlations?"

4 / 4 papers shown

Title
An XAI-based Analysis of Shortcut Learning in Neural Networks Phuong Quynh Le Jorg Schlotterer Christin Seifert AAML 29 0 0 22 Apr 2025
BMFT: Achieving Fairness via Bias-based Weight Masking Fine-tuning Yuyang Xue Junyu Yan Raman Dutt Fasih Haider Jingshuai Liu Steven G. McDonagh Sotirios A. Tsaftaris 24 1 0 13 Aug 2024
Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation Guangtao Zheng Wenqian Ye Aidong Zhang 26 4 0 06 May 2024
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks Ben Feuer R. Schirrmeister Valeriia Cherepanova Chinmay Hegde Frank Hutter Micah Goldblum Niv Cohen Colin White 40 13 0 17 Feb 2024