35 citations · 52 across the 6 of their papers we have counts for
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cs.LG2023
Evaluation of human-model prediction difference on the Internet Scale of Data
Weitang Liu, Ying Wai Li, Yuelei Li +3
Evaluating models on datasets often fails to capture their behavior when faced with unexpected and diverse types of inputs. It would be beneficial if we could evaluate the differen…
cs.LG2021★ 35 cited
Can multi-label classification networks know what they don't know?
Haoran Wang, Weitang Liu, Alex Bocchieri +1
Estimating out-of-distribution (OOD) uncertainty is a central challenge for safely deploying machine learning models in the open-world environment. Improved methods for OOD detecti…