Sweta Mahajan
Sweta Mahajan
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explainability
Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery
Concept Bottleneck Models (CBMs) have recently been proposed to address the ‘black-box’ problem of deep neural networks, by first mapping images to a human-understandable concept space and then linearly combining concepts for classification. Such …
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