Whose Preferences? Differences in Fairness Preferences and Their Impact on the Fairness of AI Utilizing…
Why Don’t Prompt-Based Fairness Metrics Correlate?by Abdelrahman Zayed, Goncalo Mordido, Ioana Baldini, Sarath ChandarFirst submitted…
MeanSparse: Post-Training Robustness Enhancement Through Mean-Centered Feature Sparsificationby Sajjad Amini, Mohammadreza Teymoorianfard, Shiqing Ma, Amir…
Domain Agnostic Conditional Invariant Predictions for Domain Generalizationby Zongbin Wang, Bin Pan, Zhenwei ShiFirst submitted…
Domain Generalization Guided by Large-Scale Pre-Trained Priorsby Zongbin Wang, Bin Pan, Shiyu Shen, Tianyang Shi,…
Separating the “Chirp” from the “Chat”: Self-supervised Visual Grounding of Sound and Languageby Mark Hamilton,…
CCSI: Continual Class-Specific Impression for Data-free Class Incremental Learningby Sana Ayromlou, Teresa Tsang, Purang Abolmaesumi,…
Heterogeneous Treatment Effects in Panel Databy Retsef Levi, Elisabeth Paulson, Georgia Perakis, Emily ZhangFirst submitted…
Anomaly Multi-classification in Industrial Scenarios: Transferring Few-shot Learning to a New Taskby Jie Liu, Yao…
ICU-Sepsis: A Benchmark MDP Built from Real Medical Databy Kartik Choudhary, Dhawal Gupta, Philip S.…