logo
today local_bar
Spurious Correlation

3 papers across 2 sessions

Poster Session 5

2 papers
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Interpreting vision transformers via residual replacement model
#1014 · Jinyeong Kim, Junhyeok Kim, Yumin Shim, Joohyeok Kim, Sunyoung Jung, Seong Jae Hwang
Escaping the SpuriVerse: Can Large Vision-Language Models Generalize Beyond Seen Spurious Correlations?
#1404 · Yiwei Yang, Chung Peng Lee, Shangbin Feng, Dora Zhao, Bingbing Wen, Anthony Liu, Yulia Tsvetkov, Bill Howe

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Mitigating Spurious Features in Contrastive Learning with Spectral Regularization
#2601 · Naghmeh Ghanooni, Waleed Mustafa, Dennis Wagner, Sophie Fellenz, Anthony Lin, Marius Kloft

We introduce a regularizer that promotes diverse, task-relevant features over spurious ones in contrastive learning.