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Computing & AI · Source-linked note

Network Dissection and Broden: concept-aligned CNN unit analysis

Thresholds and upsamples convolutional unit activations and compares them with densely annotated concepts through intersection-over-union, enabling representation comparisons and rotation tests.

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Thresholds and upsamples convolutional unit activations and compares them with densely annotated concepts through intersection-over-union, enabling representation comparisons and rotation tests.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

Interpretability is relative to Broden coverage, thresholds and individual axis-aligned units, not an exhaustive causal decomposition. Units matching absent concepts can be missed. First two authors explicitly equal.

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People and systems

David Bau; Bolei Zhou; Aditya Khosla; Aude Oliva; Antonio Torralba

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

Network Dissection and Broden: concept-aligned CNN unit analysis

Thresholds and upsamples convolutional unit activations and compares them with densely annotated concepts through intersection-over-union, enabling representation comparisons and rotation tests.

Scientific scope

Interpretability is relative to Broden coverage, thresholds and individual axis-aligned units, not an exhaustive causal decomposition. Units matching absent concepts can be missed. First two authors explicitly equal.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

David Bau; Bolei Zhou; Aditya Khosla; Aude Oliva; Antonio Torralba

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources