Paper: openreview.net/forum?id=Tgc...
Code: github.com/dilyabareeva...
29.11.2025 16:38
👍 3
🔁 0
💬 0
📌 0
Paper: openreview.net/forum?id=Tgc...
Code: github.com/dilyabareeva...
Huge thanks to my fantastic co-authors Marina MC Höhne, Alexander Warnecke, @lpirch.bsky.social, Klaus-Robert Müller, @rieck.mlsec.org, @slapuschkin.bsky.social, @kirillbykov.bsky.social, and to the UMI Lab, @aifraunhoferhhi.bsky.social, @xai-berlin.bsky.social and @bifold.berlin for the support!
Our lightweight adversarial fine-tuning attack lets you bend a feature to visualize any arbitrary concept. Off-manifold, we impose a hyperbolic activation landscape with its optimum at the target, while preserving on-distribution activations through a weighted two-term loss. 🕵️♀️
✈️🇲🇽 Next Wednesday (Dec 3), 1–4 p.m. CST, I’ll be presenting Manipulating Feature Visualizations with Gradient Slingshots at NeurIPS 2025 in Mexico City!
Feature Visualization has long been a staple interpretability tool. Our work shows it’s far from reliable! 🚨
Sadly, I wasn’t able to make it to NeurIPS this year. For anyone attending, check out our quanda poster at the ATTRIB workshop tomorrow (Saturday) from 3 to 4:30 pm, presented by Galip Ümit Yolcu and Anna Hedström!
GitHub: github.com/dilyabareeva...
Paper: arxiv.org/abs/2410.07158