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Workshop
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Sat 12:01
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Detecting Spurious Correlations via Robust Visual Concepts in Real and AI-Generated Image Classification
Preetam Prabhu Srikar Dammu · Chirag Shah
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Workshop
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Complexity Matters: Dynamics of Feature Learning in the Presence of Spurious Correlations
GuanWen Qiu · Da Kuang · Surbhi Goel
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Poster
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Thu 8:45
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Seeing is not Believing: Robust Reinforcement Learning against Spurious Correlation
Wenhao Ding · Laixi Shi · Yuejie Chi · DING ZHAO
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Poster
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Tue 15:15
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Robust Learning with Progressive Data Expansion Against Spurious Correlation
Yihe Deng · Yu Yang · Baharan Mirzasoleiman · Quanquan Gu
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Poster
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Wed 15:00
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Causal Effect Regularization: Automated Detection and Removal of Spurious Correlations
Abhinav Kumar · Amit Deshpande · Amit Sharma
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Workshop
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DISK: Domain Inference for Discovering Spurious Correlation with KL-Divergence
Yujin Han · Difan Zou
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Workshop
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Confidence-Based Model Selection: When to Take Shortcuts in Spurious Settings
Annie Chen · Yoonho Lee · Amrith Setlur · Sergey Levine · Chelsea Finn
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Poster
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Tue 15:15
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Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing "Spurious" Correlations
Qingyao Sun · Kevin Murphy · Sayna Ebrahimi · Alexander D'Amour
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Workshop
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Mitigating Spurious Correlations for Medical Image Classification via Natural Language Concepts
An Yan · Yu Wang · Petros Karypis · Zexue He · Amilcare Gentili · Chun-Nan Hsu · Julian McAuley
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Workshop
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Making Self-supervised Learning Robust to Spurious Correlation via Learning-speed Aware Sampling
Weicheng Zhu · Sheng Liu · Carlos Fernandez-Granda · Narges Razavian
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Workshop
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Discovering environments with XRM
Mohammad Pezeshki · Diane Bouchacourt · Mark Ibrahim · Nicolas Ballas · Pascal Vincent · David Lopez-Paz
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