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Found 2 papers, 2 papers with code
WWW: A Unified Framework for Explaining What, Where and Why of Neural Networks by Interpretation of Neuron Concepts
Recent advancements in neural networks have showcased their remarkable capabilities across various domains.
LINe: Out-of-Distribution Detection by Leveraging Important Neurons
In this study, from the perspective of neurons in the deep layer of the model representing high-level features, we introduce a new aspect for analyzing the difference in model outputs between in-distribution data and OOD data.
Ranked #1 on
Out-of-Distribution Detection
on ImageNet-1k vs SUN
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