CVPR 2025 Past InterpretabilityComputer vision

Mechanistic Interpretability for Vision at CVPR 2025 (Non-proceedings Track)

MIV at CVPR 2025 (Non-proceedings Track)

Submission deadline
Mar 11, 2025, 11:59 UTC
imported from OpenReview — check the website for extensions
Submission portal
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Auto-imported from the OpenReview venue record on 2026-06-10 — please verify and enrich (topics are keyword-guessed).

Accepted papers (8)

Fetched from OpenReview (v2) on 2026-06-10.

  1. $\textit{Revelio}$: Interpreting and leveraging semantic information in diffusion models

    Dahye Kim, Xavier Thomas, Deepti Ghadiyaram · PDF
  2. Explaining Low Perception Model Competency with High-Competency Counterfactuals

    Sara Michelle Pohland, Claire Tomlin · PDF
  3. From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport

    Quentin Bouniot, Ievgen Redko, Anton Mallasto, Charlotte Laclau, Oliver Struckmeier, Karol Arndt, Markus Heinonen, Ville Kyrki, Samuel Kaski · PDF
  4. Interpreting large text-to-image diffusion models with dictionary learning

    Stepan Shabalin, Dmitrii Kharlapenko, Ayush Panda, Sheikh Abdur Raheem Ali, Yixiong Hao, Arthur Conmy · PDF
  5. Patch Explorer: Interpreting Diffusion Models through Interaction

    Imke Grabe, Jaden Fiotto Kaufman, Rohit Gandikota, David Bau · PDF
  6. Steering CLIP's vision transformer with sparse autoencoders

    Sonia Joseph, Praneet Suresh, Ethan Goldfarb, Lorenz Hufe, Yossi Gandelsman, Robert Graham, Danilo Bzdok, Wojciech Samek, Blake Aaron Richards · PDF
  7. Too Late to Recall: The Two-Hop Problem in Multimodal Knowledge Retrieval

    Constantin Venhoff, Ashkan Khakzar, Sonia Joseph, Philip Torr, Neel Nanda · PDF
  8. Unpacking SDXL Turbo: Interpreting Text-to-Image Models with Sparse Autoencoders

    Viacheslav Surkov, Chris Wendler, Mikhail Terekhov, Justin Deschenaux, Robert West, Caglar Gulcehre · PDF