conftrace_

ood benchmark

3 papers

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Co-occurring keywords

out-of-distribution detection (617) distribution shift (722) feature decomposition (51) generalization evaluation (5) out-of-distribution testing (4) modality prediction (2) incremental shift (1) semantic shift (65) feature space (219) covariate shift (157)

Papers

Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox NIPS 2024
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities NIPS 2024
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law NIPS 2020