GaCoOp applies the PCGrad/ProGrad gradient projection to LoCoOp's two losses and reports improved FPR95 on ImageNet few-shot OOD detection.
Clipood: Generalizing clip to out-of-distributions,
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Enhancing Few-Shot Out-of-Distribution Detection with Gradient Aligned Context Optimization
GaCoOp applies the PCGrad/ProGrad gradient projection to LoCoOp's two losses and reports improved FPR95 on ImageNet few-shot OOD detection.