OOD

Creator

Creator

Seonglae Cho

Created

Created

2024 Apr 29 5:11

Editor

Editor

Seonglae Cho

Edited

Edited

2025 Oct 9 23:0

Refs

Refs

AI Extrapolation

Model Generalization

Dataset Diversity

Out-of-Distribution

When data distributions differ,

Transfer Learning or

Meta Learning helps adapt models to new tasks.

OOD benchmark
Dan Hendrycks

A Baseline for Detecting Misclassified and Out-of-Distribution...

We consider the two related problems of detecting if an example is misclassified or out-of-distribution. We present a simple baseline that utilizes probabilities from softmax distributions....

https://arxiv.org/abs/1610.02136

Backlinks

Offline Learning Statistical Model LLM Reasoning Model Synthetic Dataset Model Generalization Model Training AI Scaling Q overestimation

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