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by @danabra.mov
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by @jimpick.com
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by @atsui.org
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We introduce CBM-Suite, a framework for building more reliable CBMs. It (1) evaluates concept quality using an entropy-based metric, (2) enforces non-linear concept encoding to prevent collapse, (3) uses knowledge distillation to recover performance