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04/26/2023
Concept-Monitor: Understanding DNN training through individual neurons
In this work, we propose a general framework called Concept-Monitor to h...
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04/12/2023
Label-Free Concept Bottleneck Models
Concept bottleneck models (CBM) are a popular way of creating more inter...
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04/23/2022
CLIP-Dissect: Automatic Description of Neuron Representations in Deep Vision Networks
In this paper, we propose CLIP-Dissect, a new technique to automatically...
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08/05/2020