conftrace_

worst-group accuracy

19 papers

Explore in graph

Also known as

WGA

Co-occurring keywords

spurious correlation (279) group robustness (21) empirical risk minimization (352) group fairness (158) annotation error (22) group-balanced accuracy (2) last-layer retraining (2) distributionally robust optimization (185) importance sampling (318) outlier detection (319)

Papers

Mitigating Spurious Correlations in Text Classification Using Latent Space Geometry ACL 2026
Re-Evaluating Group Robustness via Adaptive Class-Specific Scaling WACV 2025
Gradient Extrapolation for Debiased Representation Learning ICCV 2025
Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers ICCV 2025
Boosting Test Performance with Importance Sampling--a Subpopulation Perspective AAAI 2025
Identifying Spurious Biases Early in Training through the Lens of Simplicity Bias AISTATS 2024
Label-Efficient Group Robustness via Out-of-Distribution Concept Curation CVPR 2024
The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations NIPS 2024
Enhancing Robustness of Last Layer Two-Stage Fair Model Corrections NIPS 2024
Towards Last-layer Retraining for Group Robustness with Fewer Annotations NIPS 2023
Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning ICML 2023
Change is Hard: A Closer Look at Subpopulation Shift ICML 2023
Robust Learning with Progressive Data Expansion Against Spurious Correlation NIPS 2023
On Guiding Visual Attention With Language Specification CVPR 2022
On Feature Learning in the Presence of Spurious Correlations NIPS 2022
Outlier-Aware Training for Improving Group Accuracy Disparities IJCNLP 2022
Outlier-Aware Training for Improving Group Accuracy Disparities AACL 2022
Finding Dataset Shortcuts with Grammar Induction EMNLP 2022
Simple data balancing achieves competitive worst-group-accuracy CLEAR 2022