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valeoai / ConfidNet

Addressing Failure Prediction by Learning Model Confidence
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OOD for? #15

Closed GloryyrolG closed 12 months ago

GloryyrolG commented 1 year ago

Hi @chcorbi @nicothome @ab-h et al.,

Thanks for your great work. May I ask what OOD is here? Out-of-distribution?

https://github.com/valeoai/ConfidNet/blob/57d4a056adab1eb75f4a54c73422e60751ea3709/confidnet/learners/oodconfid_learner.py#L16

chcorbi commented 1 year ago

Hi @GloryyrolG

OOD refers indeed to out-of-distribution. OODConfidLearner was an older test to evaluate joint training of the main task and the auxiliary confidence learning task. It is now deprecated.