fix caml stuff and add things to last sec
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2025-01-14 20:05:11 +01:00
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@ -392,7 +392,7 @@ If the pre-trained model lacks relevant information for the task, SgVA-CLIP migh
This might be a no-go for anomaly detection tasks because the images in such tasks are often very task-specific and not covered by general pre-trained models.
Also, fine-tuning the model can require considerable computational resources, which might be a limitation in some cases.~#cite(<peng2023sgvaclipsemanticguidedvisualadapting>)
=== TRIDENT (Transductive Decoupled Variational Inference for Few-Shot Classification)
=== TRIDENT (Transductive Decoupled Variational Inference for Few-Shot Classification) <TRIDENT>
// https://arxiv.org/pdf/2208.10559v1
// https://arxiv.org/abs/2208.10559v1
@ -406,7 +406,7 @@ This feature extractor dynamically aligns features from both the support and the
This model is specifically designed for few-shot classification tasks but might also work well for anomaly detection.
Its ability to isolate critical features while droping irellevant context aligns with requirements needed for anomaly detection.
=== SOT (Self-Optimal-Transport Feature Transform)
=== SOT (Self-Optimal-Transport Feature Transform) <SOT>
// https://arxiv.org/pdf/2204.03065v1
// https://arxiv.org/abs/2204.03065v1