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Link the paper, its reviews and the workshop

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@@ -20,6 +20,25 @@ It is fitted to final-layer token activations of the BrainLM `old_13M` encoder
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  Human Connectome Project Young Adult cohort. The paper decomposes the model's
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  own prediction of fluid intelligence over this dictionary in closed form.
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  ## Specification
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  | | |
 
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  Human Connectome Project Young Adult cohort. The paper decomposes the model's
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  own prediction of fluid intelligence over this dictionary in closed form.
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+ ## Paper
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+
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+ Payman Roghani. *Interpretability nominates a testable hypothesis from an fMRI
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+ foundation model: a proof of concept with sparse-feature attribution.*
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+ [Interpretability for Discovery](https://interpretability4discovery.github.io/)
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+ workshop, NeurIPS 2026.
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+ Paper and reviews: <https://openreview.net/forum?id=0KplE7FkqO>
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+
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+ ```bibtex
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+ @inproceedings{roghani2026interpretability,
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+ title = {Interpretability nominates a testable hypothesis from an {fMRI}
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+ foundation model: a proof of concept with sparse-feature attribution},
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+ author = {Roghani, Payman},
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+ booktitle = {NeurIPS 2026 Workshop on Interpretability for Discovery},
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+ year = {2026},
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+ url = {https://openreview.net/forum?id=0KplE7FkqO}
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+ }
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+ ```
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+
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  ## Specification
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